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Attribute of machine learning models
The sample complexity of a machine learning algorithm represents the number of training-samples that it needs in order to successfully learn a target
Sample_complexity
young vs. old bidders). The sample complexity of a random-sampling mechanism is the number of agents it needs to sample in order to attain a reasonable
Random-sampling_mechanism
Type of heuristic technique
Daniel J. Russo and Benjamin Van Roy (2013), "Eluder Dimension and the Sample Complexity of Optimistic Exploration", Advances in Neural Information Processing
Thompson_sampling
American biotechnology company
enrich proteins from biological samples, thereby addressing common issues related to dynamic range and sample complexity in proteomics. Seer's platform
Seer,_Inc.
Selection of data points in statistics
using stratified sampling. First, identifying strata and implementing such an approach can increase the cost and complexity of sample selection, as well
Sampling_(statistics)
Inequality in information theory
total variation distance between two sequences of n {\displaystyle n} samples is at least 1 − 2 δ {\displaystyle 1-2\delta } . This is because the total
Bretagnolle–Huber_inequality
Measure of algorithmic complexity
theory (a subfield of computer science and mathematics), the Kolmogorov complexity of an object, such as a piece of text, is the length of a shortest computer
Kolmogorov_complexity
Machine learning strategy
smallest and largest Ws. List of datasets for machine learning research Sample complexity Bayesian optimization Reinforcement learning Improving Generalization
Active learning (machine learning)
Active_learning_(machine_learning)
returns a sample from the distribution D {\displaystyle \textstyle D} . Sometimes the interest is, apart from measuring the time complexity, to measure
Distribution_learning_theory
Model of algorithmic learning
the Occam framework can be used to produce tighter bounds on the sample complexity of classical problems including conjunctions, conjunctions with few
Occam_learning
Measure of complexity of real-valued functions
Z} . The Rademacher complexity of the function class F {\displaystyle {\mathcal {F}}} with respect to P {\displaystyle P} for sample size m {\displaystyle
Rademacher_complexity
Restricted model of non-universal quantum computation
(2013). "Boson-Sampling in the light of sample complexity". arXiv:1306.3995 [quant-ph]. Aaronson, Scott; Arkhipov, Alex (2013). "BosonSampling is far from
Boson_sampling
Estimate of time taken for running an algorithm
the time complexity is the computational complexity that describes the amount of computer time it takes to run an algorithm. Time complexity is commonly
Time_complexity
Framework for mathematical analysis of machine learning
Warmuth Data mining Error tolerance (PAC learning) Occam learning Sample complexity L. Valiant. A theory of the learnable. Communications of the ACM,
Probably approximately correct learning
Probably_approximately_correct_learning
Israeli-Canadian computer scientist and professor
2014). He received the best paper award at NeurIPS 2018. for work on sample complexity of distribution learning problems. He was the President of the Association
Shai_Ben-David
Machine learning technique
its policy immediately, have been mathematically studied proving sample complexity bounds for RLHF under different feedback models. In the offline data
Reinforcement learning from human feedback
Reinforcement_learning_from_human_feedback
Notion in supervised machine learning
Vapnik–Chervonenkis (VC) dimension is a measure of the size (capacity, complexity, expressive power, richness, or flexibility) of a class of sets. The notion
Vapnik–Chervonenkis_dimension
Proposed Mars sample return mission
Perseverance rover is currently gathering samples on Mars. After a project review critical of its cost and complexity, NASA announced that the project was
NASA-ESA_Mars_Sample_Return
Book by Robert Venturi
03/12/2024. Complexity and Contradiction in Architecture - Robert Venturi. modernism101.com. Retrieved 04/12/2024. WebSample Complexity and Contradiction
Complexity and Contradiction in Architecture
Complexity_and_Contradiction_in_Architecture
Signal-processing paradigm that trades precision for volume of measurements
for speed and robustness. The Finite Volume Property (FVP) provides sample-complexity bounds ensuring that the polyhedron formed by one-bit inequalities
Sample_abundance
Statistics and machine learning technique
BIC's penalty for model complexity is ln ( n ) k {\displaystyle \ln(n)k} , while AIC's is 2 k {\displaystyle 2k} . Large-sample asymptotic theory establishes
Ensemble_learning
question in PIM design is: what is the sample complexity of the mechanism? I.e, how many agents it needs to sample in order to attain a reasonable approximation
Prior-independent_mechanism
Computational benchmark
assumptions in the theory of computational complexity have to be invoked. In this sense, quantum random sampling schemes can have the potential to show quantum
Quantum_supremacy
Tomer; Mansour, Yishay; Moran, Shay; Zhang, Qian (2025-11-16). "Sample Complexity of Agnostic Multiclass Classification: Natarajan Dimension Strikes
Natarajan_dimension
Complexity of sending information in a distributed algorithm
In theoretical computer science, communication complexity studies the amount of communication required to solve a problem when the input to the problem
Communication_complexity
Sampling methodology in statistics
from within each cluster (i.e. two-stage cluster sampling). Complexity. Cluster sampling is more sophisticated and requires more attention with how to
Cluster_sampling
Interdisciplinary research area
of examples needed: for every concept class, classical and quantum sample complexity are the same up to constant factors. However, for learning under some
Quantum_machine_learning
Large-scale study of proteins
analysis (see below). For the analysis of complex biological samples, a reduction of sample complexity is required. This may be performed off-line by one-dimensional
Proteomics
case-control sampling is an algorithm used to reduce the complexity of training a logistic regression classifier. The algorithm reduces the training complexity by
Local_case-control_sampling
System composed of many interacting components
and Complexity", exploring the diversity of problem types by contrasting problems of simplicity, disorganized complexity, and organized complexity. Weaver
Complex_system
Randomized algorithm
Reservoir sampling is a family of randomized online algorithms for choosing a simple random sample, without replacement, of k items from a population of
Reservoir_sampling
Computational statistics technique
In numerical analysis and computational statistics, rejection sampling is a basic technique used to generate observations from a distribution. It is also
Rejection_sampling
American computer scientist
work helped established statistical frameworks used in the study of sample complexity in reinforcement learning. He co-developed methods in policy optimization
Sham_Kakade
Modification of approximate entropy
postural control. Like approximate entropy (ApEn), Sample entropy (SampEn) is a measure of complexity. But it does not include self-similar patterns as
Sample_entropy
between the concepts of complexity and risk. A related approach, named "Repetitive Scenario Design" aims at reducing the sample complexity of the solution by
Scenario_optimization
Filling in missing entries of a matrix
not the case which implies that the sample complexity bounds can be further tightened. In terms of time complexity, they showed that AltMinComplete needs
Matrix_completion
Discrete Fourier transform algorithm
"Sparse fourier transform in any constant dimension with nearly-optimal sample complexity in sublinear time". Proceedings of the forty-eighth annual ACM symposium
Sparse_Fourier_transform
Probabilistic problem-solving algorithm
a flow of probability distributions with an increasing level of sampling complexity arise (path spaces models with an increasing time horizon, Boltzmann–Gibbs
Monte_Carlo_method
Discrete Fourier transform algorithm
of sparse (mostly zero) factors. As a result, it manages to reduce the complexity of computing the DFT from O ( n 2 ) {\textstyle O(n^{2})} , which arises
Fast_Fourier_transform
Computational complexity of quantum algorithms
Quantum complexity theory is the subfield of computational complexity theory that deals with complexity classes defined using quantum computers, a computational
Quantum_complexity_theory
Framework in machine learning
simpler classification problem and, consequently, in great reduction of sample complexity of the model. A simple computational experiment illustrates this idea
M-theory_(learning_framework)
Spacecraft mission
A sample-return mission is a spacecraft mission to collect and return samples from an extraterrestrial location to Earth for analysis. Sample-return missions
Sample-return_mission
Measure of variation in statistics
not the number of samples N. The incremental method with reduced rounding errors can also be applied, with some additional complexity. A running sum of
Standard_deviation
American computer scientist
1145/1566374.1566407. Cole, Richard; Roughgarden, Tim (2014). "The Sample Complexity of Revenue Maximization". Proceedings of the 46th Annual ACM Symposium
Tim_Roughgarden
Intelligence of machines
Computational learning theory can assess learners by computational complexity, sample complexity (how much data is required), or other notions of optimization
Artificial_intelligence
Russian-American mathematician
connected the fields of deep learning and inverse problems, resolving the sample complexity bottleneck for compressive phase retrieval. Voroninski was awarded
Vlad_Voroninski
Portuguese researcher (born 1967)
Optimization Society". "IE Seminar: Luis Nunes Vicente, "Reducing Sample Complexity in Stochastic Derivative-Free Optimization via Tail Bounds and Hypothesis
Luis_Nunes_Vicente
Russian computer scientist
Artificial Intelligence). Retrieved 8 August 2023. "Tree Learning: Optimal Sample Complexity and Algorithms" (PDF). AAAI 2023 (37th AAAI Conference on Artificial
Grigory_Yaroslavtsev
Algorithm that employs a degree of randomness as part of its logic or procedure
Carlo algorithms are considered, and several complexity classes are studied. The most basic randomized complexity class is RP, which is the class of decision
Randomized_algorithm
American computer scientist and academic
Siddiqui, Alan Fern, Thomas G. Dietterich, Shubhomoy Das (2016). Finite Sample Complexity of Rare Pattern Anomaly Detection. Uncertainty in Artificial Intelligence
Thomas_G._Dietterich
Multi-armed bandit sequential game
}}\neq a^{*})\leq \delta } . The objective is to minimize the expected sample complexity E [ τ δ ] {\displaystyle \mathbb {E} [\tau _{\delta }]} . Such a setting
Best_arm_identification
Calculation of complex statistical distributions
methods for obtaining random samples from a sequence of probability distributions with an increasing level of sampling complexity. These probabilistic models
Markov_chain_Monte_Carlo
Feature of artificial neural networks
Cite journal requires |journal= (help) Bartlett, P.L. (1998). "The sample complexity of pattern classification with neural networks: the size of the weights
Large width limits of neural networks
Large_width_limits_of_neural_networks
American computer scientist (born 1981)
University of Texas at Austin. His primary areas of research are computational complexity theory and quantum computing. Aaronson grew up in the United States, though
Scott_Aaronson
Distribution estimation technique
Importance sampling is a Monte Carlo method for evaluating properties of a particular distribution, while only having samples generated from a different
Importance_sampling
Romanian scientist and emeritus professor
1137/060657704 Vainsencher, D.; Mannor, S.; Bruckstein, A.M. (2011), "The Sample Complexity of Dictionary Learning", Journal of Machine Learning Research, 12
Alfred_Marcel_Bruckstein
Computational complexity class of problems
In computational complexity theory, bounded-error quantum polynomial time (BQP) is the class of decision problems solvable by a quantum computer in polynomial
BQP
Mathematical statistics distance measure
mirror descent for reinforcement learning: linear convergence, new sampling complexity, and generalized problem classes". Mathematical Programming. 198
Kullback–Leibler_divergence
Overview of and topical guide to machine learning
extraction system family SAS (software) SNNS SPSS Modeler SUBCLU Sample complexity Sample exclusion dimension Santa Fe Trail problem Savi Technology Schema
Outline_of_machine_learning
Concept in machine learning
excessively, leading to slower convergence rates (with regards to sample complexity) than for the logistic loss or hinge loss functions. In addition,
Loss functions for classification
Loss_functions_for_classification
Software maintainability index
Halstead complexity measures are software metrics introduced by Maurice Howard Halstead in 1977 as part of his treatise on establishing an empirical science
Halstead_complexity_measures
Theoretical computer scientist
Wang; Xian Wu; Lin Yang; Yinyu Ye (2018). "Near-Optimal Time and Sample Complexities for Solving Markov Decision Processes with a Generative Model" (PDF)
Mengdi_Wang
Board game
English draughts is 500,995,484,682,338,672,639 and it has a game-tree complexity of approximately 1040. By comparison, chess is estimated to have between
English_draughts
Species of bacterium
surfaces), with the exception of marine environments. However, sampling complexities and the prevailing perception of low activities of phototrophic
Gemmatimonas_groenlandica
Scientific discipline
barrier for their detection. Chemical biology methods can reduce sample complexity by selective enrichment using affinity chromatography. This involves
Chemical_biology
Indicator for how well data points fit a line or curve
regression (which includes an intercept), r2 is simply the square of the sample correlation coefficient (r), between the observed outcomes and the observed
Coefficient_of_determination
Mars mission to collect rock and dust samples
would have launched it. Another sample-return mission, Mars 5M (Mars-79), planned for 1979, was cancelled due to complexity and technical problems. In the
Mars_sample-return_mission
Algorithm analysis method
theoretical computer science, smoothed analysis is a way of measuring the complexity of an algorithm. Since its introduction in 2001, smoothed analysis has
Smoothed_analysis
processing is directly associated with digital signal processing because its complexity warrants the use of computer modelling and computation. A multidimensional
Multidimensional signal processing
Multidimensional_signal_processing
Complexity class
computational complexity theory, the class QIP (which stands for Quantum Interactive Proof) is the quantum computing analogue of the classical complexity class
QIP_(complexity)
System whose behavior is not automatically predictable from its parts
life appears more diverse only because of sampling bias. If there is a lack of an overall trend towards complexity in biology, this would not preclude the
Complex_adaptive_system
Complexity class used in circuit complexity
theoretical computer science, and specifically computational complexity theory and circuit complexity, TC0 (Threshold Circuit) is the first class in the hierarchy
TC0
Automated planner
and B. Nebel (1995). Complexity results for SAS+ planning. Computational Intelligence, 11:625-656. T. Bylander (1991). Complexity results for planning
Stanford Research Institute Problem Solver
Stanford_Research_Institute_Problem_Solver
Fountain code class
distribution, as well as the mechanism for generating pseudo-random numbers for sampling this distribution and for choosing the symbols to be XOR'ed, must be known
Raptor_code
Lossy audio compression format
Part 7 defined three profiles: Low-Complexity profile (AAC-LC / LC-AAC), Main profile (AAC Main) and Scalable Sampling Rate profile (AAC-SSR). AAC-LC profile
Advanced_Audio_Coding
Type of hash function
sliding-window size. The largest effective size appears when the mask samples a number of non-consecutive bits from a relatively wide "span" of H. One
Rolling_hash
Unsolved problem in computational complexity theory
time nor to be NP-complete, and therefore may be in the computational complexity class NP-intermediate. It is known that the graph isomorphism problem
Graph_isomorphism_problem
Process of using data analysis for predicting population data from sample data
hypotheses and deriving estimates. It is assumed that the observed data set is sampled from a larger population. Inferential statistics can be contrasted with
Statistical_inference
PANDORA, and MERLIN. The ESA has also considered a sample return mission, like Martian Moon Sample Return (MMSR). Osiris-Rex 2 was a proposal to make
List_of_missions_to_Mars
American social scientist (1942–2021)
the network realism paradigm, Social complexity and complex-network system dynamics. Standard Cross-Cultural Sample System dynamics Studies of world system
Douglas_R._White
United States federal regulatory standards
level of complexity by assigning scores of 1, 2, or 3 for each of the following seven criteria. A score of 1 is the lowest level of complexity, and a score
Clinical Laboratory Improvement Amendments
Clinical_Laboratory_Improvement_Amendments
Image file format with multiple editions
JIF to solve some of JIF's limitations, including unnecessary complexity, component sample registration, resolution, aspect ratio, and color space. Because
JPEG_File_Interchange_Format
International scientific research project
World Sample 30. The World Sample-30 provides the Seshat project with an initial sample of societies that vary along the dimension of social complexity from
Seshat_(project)
Vitreous enamelling technique
partner of Constantinople) with other enamel techniques. Despite its complexity, plique-à-jour tableware (especially "kovsh" bowls) was used by its aristocracy
Plique-à-jour
Property whereby no efficient algorithm can distinguish two distributions
In computational complexity and cryptography, two families of distributions are computationally indistinguishable if no efficient algorithm can tell the
Computational indistinguishability
Computational_indistinguishability
Improved phase-locked loop
using more complex modulation schemes - that is, transmitting more bits per sample. Frequency settling time is the time it takes the PLL to hop to another
PLL_multibit
Adaptive sampling is an approach to sampling that uses heuristics to provide efficiency. The term adaptive sampling represents a general approach to the
Adaptive_sampling
Earth, and large organisms only appear more diverse due to sampling bias. Genome complexity has generally increased since the beginning of the life on
Evolution of biological complexity
Evolution_of_biological_complexity
Deprecated WiFi utilities for Linux
distribution, it is usually easy to find in binary form. Due to the relative complexity of requiring several separate commands for one task (e.g. iwlist and iwconfig
Wireless_tools_for_Linux
In computational complexity theory, a sparse language is a formal language (a set of strings) such that the complexity function, counting the number of
Sparse_language
Principle in statistical learning theory
minimization given a fixed function class can be derived using bounds on the VC complexity of the function class. For simplicity, considering the case of binary
Empirical_risk_minimization
Mathematical modelling alogorithm
Divides data sample at least into two samples A and B. Generates subsamples from A according to partial models with steadily increasing complexity. Estimates
Group_method_of_data_handling
Written or spoken word game
League, constructed a sample winning strategy in 1987, based on the Official Scrabble Players Dictionary. Randall Munroe posted a sample winning strategy in
Ghost_(game)
Unicode character block
Cuneiform Numbers and Punctuation U+12480–U+1254F Early Dynastic Cuneiform The sample glyphs in the chart file published by the Unicode Consortium show the characters
Cuneiform Numbers and Punctuation
Cuneiform_Numbers_and_Punctuation
Statistical measure used in survey research
a sample of people may represent a larger group of people for a specific measure of interest (such as the mean). This is important when the sample comes
Design_effect
Personality model consisting of five broad dimensions
HEXACO, supplement the Big 5 traits with additional variables, trading off complexity for model fit. The Big Five model originated from the lexical hypothesis
Big_Five_personality_traits
Function for sorting in C++ standard library
standard and may vary across implementations, but the worst-case asymptotic complexity of the function is specified: a call to sort must perform no more than
Sort_(C++)
American molecular diagnostics company
system identifies organisms from DNA. It extracts genetic material from a sample and, in the case of RNA viruses, it converts the RNA into DNA first. The
Cepheid_(company)
Audio codec
SBC, or low-complexity subband codec, is an audio subband codec specified by the Bluetooth Special Interest Group (SIG) for the Advanced Audio Distribution
SBC_(codec)
Technique in digital signal processing
calculations, which has computational complexity equivalent of sliding DFT), the Goertzel algorithm has a higher order of complexity than fast Fourier transform
Goertzel_algorithm
SAMPLE COMPLEXITY
SAMPLE COMPLEXITY
Boy/Male
English
Temple-town. This surname refers to medieval priories and settlements of the military religious...
Male
English
Variant spelling of English unisex Sammy, SAMMIE means "heard of God," "his name is El," or "name of God."
Female
English
English name derived from the vocabulary word, SABLE means "black," as a heraldic color. It is sometimes confused with the mammal of the same name but which has brown fur, not black, and which has a different origin.
Male
Finnish
Finnish form of Greek Sampson, SAMPAA means "like the sun."
Male
Finnish
Finnish form of Greek Samouel, SAMULI means "heard of God," "his name is El," or "name of God."
Boy/Male
Australian, British, English
From the Temple Settlement
Male
Finnish
Finnish form of Greek Sampson, SAMPSA means "like the sun." In mythology, this is the name of a god of harvest who wakes up in the spring and dances through the fields sowing corn and oats. His full name is Sampsa Pellervoinen and he is also known by the name Pellervo.
Male
English
Anglicized form of Greek Samouel (Hebrew Shemuwel), SAMUEL means "heard of God," "his name is El," or "name of God." In the bible, this is the name of a son of Elkanah by Hannah.
Surname or Lastname
English
English : from Middle English stapel ‘post’, hence a topographic name for someone who lived near a boundary post, or a habitational name from some place named with this word (Old English stapel), as for example Staple in Kent or Staple Fitzpaine in Somerset.Americanized spelling of German Stapel.
Surname or Lastname
English
English : topographic name for someone who lived by a maple tree, Middle English mapel (Old English mapul).French : from Latin mapula, a diminutive of mappa ‘piece of cloth’, ‘napkin’, presumably a metonymic occupational name for a cloth merchant or a weaver.
Surname or Lastname
English (of Norman origin)
English (of Norman origin) : habitational name from any of various places in Normandy called Saint-Paul or Saint-Pol, from the dedication of their churches to St. Paul (see Paul).
Female
Greek
(ΣεμÎλη) Greek name SEMELE means "of the earth (or underworld)." In mythology, this is the name of a daughter of Kadmos (Latin Cadmus), the mortal mother of Dionysos. Also known as Thyone.
Male
Italian
Italian form of Greek Samouel, SAMUELE means "heard of God," "his name is El," or "name of God."
Surname or Lastname
English (mainly Nottinghamshire)
English (mainly Nottinghamshire) : unexplained; probably a variant of Sample.
Surname or Lastname
English, Scottish, Welsh, French, German, Dutch, Hungarian (Sámuel), Jewish, and South Indian
English, Scottish, Welsh, French, German, Dutch, Hungarian (Sámuel), Jewish, and South Indian : from the Biblical male personal name Samuel (Hebrew Shemuel ‘Name of God’). This name is also well established in South India.It is found as a personal name among Christians in India, and in the U.S. is used as a family name among families from southern India.
Surname or Lastname
English and French
English and French : occupational name or habitational name for someone who was employed at or lived near one of the houses (‘temples’) maintained by the Knights Templar, a crusading order so named because they claimed to occupy in Jerusalem the site of the old temple (Middle English, Old French temple, Latin templum). The order was founded in 1118 and flourished for 200 years, but was suppressed as heretical in 1312.English : name given to foundlings baptized at the Temple Church, London, so called because it was originally built on land belonging to the Templars.Scottish : habitational name from the parish of Temple in Edinburgh, likewise named because it was the site of the local headquarters of the Knights Templar.
Boy/Male
Shakespearean
The Merry Wives of Windsor' Servant to Slender.
Girl/Female
Indian, Telugu
Simple Looking; Good Smile
Male
German
Pet form of Old High German Hamprecht, HAMPE means "bright home."
Surname or Lastname
English and Scottish
English and Scottish : reduced form of Hemphill.German : variant of Hempel, or in some instances probably an Americanized spelling of the same name.
SAMPLE COMPLEXITY
SAMPLE COMPLEXITY
Girl/Female
Arabic, Muslim, Pashtun
Queen; Gold Crown
Girl/Female
Indian
Indian
Boy/Male
Hindu
Man
Boy/Male
Finnish, Indian
Love; Delight; Joy
Boy/Male
Czechoslovakian
Has big lips.
Boy/Male
Muslim
Exalted, Excellent
Boy/Male
Welsh
Legendary son of Erw.
Boy/Male
Arabic, Islamic, Muslim, Pakistani, Urdu
Safe
Boy/Male
Hindu, Indian
Age of Transition; New Age
Girl/Female
Tamil
Swan
SAMPLE COMPLEXITY
SAMPLE COMPLEXITY
SAMPLE COMPLEXITY
SAMPLE COMPLEXITY
SAMPLE COMPLEXITY
a.
A medicinal plant; -- so called because each vegetable was supposed to possess its particular virtue, and therefore to constitute a simple remedy.
n.
Example; pattern.
n.
A part of anything presented for inspection, or shown as evidence of the quality of the whole; a specimen; as, goods are often purchased by samples.
a.
Direct; clear; intelligible; not abstruse or enigmatical; as, a simple statement; simple language.
a.
Consisting of a single individual or zooid; as, a simple ascidian; -- opposed to compound.
a.
Single; not complex; not infolded or entangled; uncombined; not compounded; not blended with something else; not complicated; as, a simple substance; a simple idea; a simple sound; a simple machine; a simple problem; simple tasks.
v. t. & i.
To rumple; to wrinkle.
v. t.
To take or to test a sample or samples of; as, to sample sugar, teas, wools, cloths.
n.
A pattern; a specimen; especially, a collection of needlework patterns, as letters, borders, etc., to be used as samples, or to display the skill of the worker.
a.
Not luxurious; without much variety; plain; as, a simple diet; a simple way of living.
a.
Not capable of being decomposed into anything more simple or ultimate by any means at present known; elementary; thus, atoms are regarded as simple bodies. Cf. Ultimate, a.
a.
Pliant; flexible; easily bent; as, supple joints; supple fingers.
v. t.
To build a temple for; to appropriate a temple to; as, to temple a god.
a.
Fully sufficient; abundant; liberal; copious; as, an ample fortune; ample justice.
a.
Not contracted of brief; not concise; extended; diffusive; as, an ample narrative.
v. i.
To gather simples, or medicinal plants.
a.
Without subdivisions; entire; as, a simple stem; a simple leaf.
a.
Plain; unadorned; as, simple dress.
n.
One who makes up samples for inspection; one who examines samples, or by samples; as, a wool sampler.
v. t.
To sort according to its staple; as, to staple cotton.