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Reduction of bias
Debiasing is the reduction of bias, particularly with respect to judgment and decision making. Biased judgment and decision making is that which systematically
Debiasing
Systematic pattern of deviation from norm or rationality in judgment
bias modification are forms of debiasing specifically applicable to cognitive biases and their effects. One debiasing technique aims to decrease biases
Cognitive_bias
Cognitive bias
putative causes may improve self-knowledge, although this is not a direct debiasing test of the introspection illusion. Some scholars have cautioned that
Introspection_illusion
Cognitive bias about one's own skill
Arab–Israeli conflict Ukraine Vietnam War Bias reduction Cognitive bias mitigation Debiasing Heuristics in judgment and decision-making Lists: General Memory
Dunning–Kruger_effect
Method in natural language processing
the 2016 paper "Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings" that a publicly available (and popular) word2vec embedding
Word_embedding
Measurement of algorithmic bias
Graphic representation of the vectors used in adversarial debiasing as shown in Zhang et al.
Fairness_(machine_learning)
Type of cognitive bias
William M. Klein (1995). "Resistance of Personal Risk Perceptions to Debiasing Interventions". Health Psychology. 14 (2): 132–140. doi:10.1037/0278-6133
Optimism_bias
Formal fallacy, aka Linda Problem
conjunction error. If the probability is changed to frequency format (see debiasing section below) the effect is reduced or eliminated. However, studies exist
Conjunction_fallacy
Internet adage
"Misinformation and Its Correction: Continued Influence and Successful Debiasing". Psychological Science in the Public Interest. 13 (3): 106–131. doi:10
Brandolini's_law
Cognitive bias
Duration neglect is the psychological observation that people's judgments of the unpleasantness of painful experiences depend very little on the duration
Duration_neglect
Schwarz N, Stocker SL (2002). "When debiasing backfires: Accessible content and accessibility experiences in debiasing hindsight" (PDF). Journal of Experimental
List_of_cognitive_biases
New company developing a novel, scalable business
original on 7 October 2018. Retrieved 7 October 2018. Larrick, R.P. (2004). "Debiasing". Blackwell Handbook of Judgment and Decision Making. pp. 316–338. doi:10
Startup_company
Tendency to remember one's choices as better than they actually were
Choice-supportive bias or post-purchase rationalization is the tendency to retroactively ascribe positive attributes to an option one has selected and/or
Choice-supportive_bias
Application of behavioral economics to legal systems
between "debiasing through law" (reducing biases directly) and "debiasing law" (structuring legal rules to be robust to biases). Debiasing strategies
Behavioral_law_and_economics
Cognitive bias of assuming others share your knowledge
Pamela J. (1999). "The curse of expertise: The effects of expertise and debiasing methods on prediction of novice performance". Journal of Experimental
Curse_of_knowledge
The extrinsic incentives bias is an attributional bias according to which people attribute relatively more to "extrinsic incentives" (such as monetary
Extrinsic_incentives_bias
Pattern-recognition performance metrics
their geometric mean Matthews correlation coefficient thus acts like a debiased F-measure. For classification tasks, the terms true positives, true negatives
Precision_and_recall
Bias confirming existing attitudes
or more cognitive biases that can occur, so as to set in place proper debiasing strategies. Confirmation bias may also cause doctors to perform unnecessary
Confirmation_bias
Inclination for or against
Arab–Israeli conflict Ukraine Vietnam War Bias reduction Cognitive bias mitigation Debiasing Heuristics in judgment and decision-making Lists: General Memory
Bias
Comets with a period between 20 and 200 years
3847/1538-3881/aab152. J. M. Bauer; T. Grav; Y. R. Fernández; et al. (2017). "Debiasing the NEOWISE Cryogenic Mission Comet Populations". The Astronomical Journal
List_of_Halley-type_comets
Form of cognitive bias
Arab–Israeli conflict Ukraine Vietnam War Bias reduction Cognitive bias mitigation Debiasing Heuristics in judgment and decision-making Lists: General Memory
Illusion_of_explanatory_depth
Periodic comets numbered by the Minor Planet Center
1093/mnras/stt951. J. M. Bauer; T. Grav; Y. R. Fernández; et al. (2017). "Debiasing the NEOWISE Cryogenic Mission Comet Populations". The Astronomical Journal
List_of_numbered_comets
Comets that may not be orbiting the Sun
1051/0004-6361/200811527. J. M. Bauer; T. Grav; Y. R. Fernández; et al. (2017). "Debiasing the NEOWISE Cryogenic Mission Comet Populations". The Astronomical Journal
List of parabolic and hyperbolic comets
List_of_parabolic_and_hyperbolic_comets
Reduction of the negative effects of cognitive biases
theories of cognitive bias mitigation are lacking; however, there are debiasing tools, methods, proposals, and other initiatives in academic and professional
Cognitive_bias_mitigation
American legal scholar (born 1967)
Harvard Law School. Jolls, Christine; Sunstein, Cass R. (January 1, 2006). "Debiasing through Law". The Journal of Legal Studies. 35 (1): 199–242. doi:10.1086/500096
Christine_M._Jolls
Aspect of decision and prospect theories
losses have a biasing effect whereas under loss attention they can have a debiasing effect. Loss attention was proposed as a distinct regularity from loss
Loss_aversion
Romantic relationships formed on the internet
Hutson, Jevan A.; Taft, Jessie G.; Barocas, Solon; Levy, Karen (2018). "Debiasing Desire: Addressing Bias and Discrimination on Intimate Platforms". Proceedings
Online_dating
Comets with a period of over 1,000 years
3847/1538-3881/ac886d. J. M. Bauer; T. Grav; Y. R. Fernández; et al. (2017). "Debiasing the NEOWISE Cryogenic Mission Comet Populations". The Astronomical Journal
List_of_near-parabolic_comets
Collective perception of a group of people
(1995). "Multiple explanation: A consider-an-alternative strategy for debiasing judgments". Journal of Personality and Social Psychology. 69 (6): 1069–1086
Wisdom_of_the_crowd
Aggregate of individual attitudes or beliefs held by the adult population
Misinformation and its correction: Continued influence and successful debiasing. Psychol. Sci. Public Interest 13, 106–131 (2012) Hochschild, Jennifer
Public_opinion
Tendency to base judgments on an irrelevant anchor
1515/ijme-2017-0018. ISSN 2299-9701. Fischhoff, Baruch (30 April 1982). "Debiasing". Judgment Under Uncertainty: 422–444. doi:10.1017/CBO9780511809477.032
Anchoring_effect
Term in cognitive studies
Arab–Israeli conflict Ukraine Vietnam War Bias reduction Cognitive bias mitigation Debiasing Heuristics in judgment and decision-making Lists: General Memory
Basking_in_reflected_glory
Probabilistic data structure in computer science
if the distribution is not skewed. This paper also showed the hCount* debiasing operation is a bootstrapping procedure that can be efficiently computed
Count–min_sketch
Breakdown in empathy
Arab–Israeli conflict Ukraine Vietnam War Bias reduction Cognitive bias mitigation Debiasing Heuristics in judgment and decision-making Lists: General Memory
Empathy_gap
Asteroid sharing the orbit of Jupiter
belt. In 2008 a team from Calvin College examined the light curves of a debiased sample of ten Jupiter trojans, and found a median spin period of 18.9 hours
Jupiter_trojan
Type of psychotherapy
analytic therapy Cognitive bias mitigation Cognitive-shifting David D. Burns Debiasing History of psychotherapy Journal of Cognitive Psychotherapy Recognition-primed
Cognitive_therapy
Person or group discrediting false claims
experiences and the intricacies of setting people straight: Implications for debiasing and public information campaigns. Advances in Experimental Social Psychology
Debunker
"Misinformation and Its Correction: Continued Influence and Successful Debiasing". Psychological Science in the Public Interest. 13 (3): 106–131. doi:10
Anti-vaccine_activism
American computer scientist
of 'Model Cards' for more transparent model reporting, and methods for debiasing machine learning models using adversarial learning. Margaret Mitchell
Margaret_Mitchell_(scientist)
Type of bias in epidemiology
Arab–Israeli conflict Ukraine Vietnam War Bias reduction Cognitive bias mitigation Debiasing Heuristics in judgment and decision-making Lists: General Memory
Length_time_bias
Psychological effect
Arab–Israeli conflict Ukraine Vietnam War Bias reduction Cognitive bias mitigation Debiasing Heuristics in judgment and decision-making Lists: General Memory
Frog_pond_effect
Short-term unsecured loan
273. January 2007 "Texas's New Payday Lending Regulations: Effective Debiasing Entails More Than the Right Message". Archived from the original on 2014-08-26
Payday_loan
American computer scientist and engineer
collaborator. He led research on an error mitigation technique called "debiasing via frugal symmetrization" that addresses computational inaccuracies in
Igor_L._Markov
Statistical property
Arab–Israeli conflict Ukraine Vietnam War Bias reduction Cognitive bias mitigation Debiasing Heuristics in judgment and decision-making Lists: General Memory
Bias_of_an_estimator
2021 book by Daniel Kahneman, Olivier Sibony, and Cass Sunstein
together with Richard Thaler) and larger changes. The latter include debiasing, use of algorithms/rules, use of guidelines, use of relative scales, use
Noise: A Flaw in Human Judgment
Noise:_A_Flaw_in_Human_Judgment
Australian psychologist (born 1958)
"Misinformation and Its Correction: Continued Influence and Successful Debiasing". Psychological Science in the Public Interest. 13 (3): 106–131. doi:10
Stephan_Lewandowsky
Negative emotions due to paying for a good or service
psychology: Applied, 14(3), 213. Srivastava, J., & Raghubir, P. (2002). Debiasing using decomposition: The case of memory-based credit card expense estimates
Pain_of_paying
Incorrect or misleading information
"Misinformation and Its Correction: Continued Influence and Successful Debiasing". Psychological Science in the Public Interest. 13 (3): 106–131. doi:10
Misinformation
Temporary quasi-satellite of Venus
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
524522_Zoozve
Group of near-Earth asteroids
Retrieved February 9, 2023. Bottke, William F.; et al. (April 2002). "Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects"
Atira_asteroid
2008 studio album by Beneath the Sky
Genre Metalcore, deathcore Length 60:21 Label Victory Records Producer Don Debiase Brandon Youngs Beneath the Sky chronology What Demons Do to Saints (2007)
The Day the Music Died (album)
The_Day_the_Music_Died_(album)
Type of motivation
N. D. & Klein, WM (1995), "Resistance of personal risk perceptions to debiasing manipulation", Health Psychology, 14 (2): 132–140, doi:10.1037/0278-6133
Self-enhancement
American rapper (born 1987)
to the Throne Released: September 22, 2009 Hosted by DJ Drama and Head Debiase Label: Gangsta Grillz, After Platinum Records, Intent To Deliver Youngest
Cory_Gunz
Bias towards a political side in supposedly-objective information
Arab–Israeli conflict Ukraine Vietnam War Bias reduction Cognitive bias mitigation Debiasing Heuristics in judgment and decision-making Lists: General Memory
Political_bias
Healthy behavior in the workplace
algorithms they employ. In the absence of rigorous ethical oversight and debiasing protocols, AI applications in the workplace run the risk of perpetuating
Workplace_wellness
Simple strategies or mental processes involved in making quick decisions
Bounded rationality – Making of satisfactory, not optimal, decisions Debiasing – Reduction of bias Ecological rationality Great Rationality Debate –
Heuristic_(psychology)
Concept in cognitive psychology
Cognitive space Cognitive style Cognitive therapy (CT) Comparative cognition Debiasing Riskind, John H.; Black, David (2005). "Cognitive Vulnerability". In Freeman
Cognitive_vulnerability
Italian model
TG com (in Italian). Italy. July 2009. Retrieved 17 July 2011. Cinzia Debiase (July 2009). "A day long 40 years". Turi Web (in Italian). Italy. "Interview
Sara_Varone
Coordinated dissemination of false information
"Misinformation and Its Correction: Continued Influence and Successful Debiasing". Psychological Science in the Public Interest. 13 (3): 106–131. doi:10
Disinformation_attack
Prediction of the dates and times of asteroids impacting Earth
Vokrouhlický, David; Nesvorný, David; Michel, Patrick (25 April 2018). "Debiased orbit and absolute-magnitude distributions for near-Earth objects". Icarus
Asteroid_impact_prediction
Empathy decrease as numbers in need increase
Arab–Israeli conflict Ukraine Vietnam War Bias reduction Cognitive bias mitigation Debiasing Heuristics in judgment and decision-making Lists: General Memory
Compassion_fade
Unreflected, mistaken attributions to and descriptions of social groups
(February 2021). "What we can (and can't) infer about implicit bias from debiasing experiments". Synthese. 198 (2): 1427–1455. doi:10.1007/s11229-019-02128-6
Implicit_stereotype
American computer scientist
(2025) "A Multi-Objective Framework for Balancing Fairness and Accuracy in Debiasing Machine Learning Models, (with R.Nagpal, A.Khan and M.Borkar), Machine
Amar_Gupta
SAD in routine care. Cognitive bias mitigation Cognitive vulnerability Debiasing Unconscious bias training Beard, C. (2011). "Cognitive bias modification
Cognitive_bias_modification
American legal scholar (born c. 1940)
(2019-11-18), Shafir, Eldar (ed.), "Chapter 29. Quis custodiet ipsos custodes?: Debiasing the Policy Makers Themselves", The Behavioral Foundations of Public Policy
Paul_Brest
Venkatesh; Kalai, Adam (21 Jul 2016). "Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings". arXiv:1607.06520 [cs.CL].
Representational_harm
Parabolic comet
January 2009. J. M. Bauer; T. Grav; Y. R. Fernández; et al. (2017). "Debiasing the NEOWISE Cryogenic Mission Comet Populations". The Astronomical Journal
C/2008_T2_(Cardinal)
Predictive modelling technique
and uplift algorithms DoubleML, implements Chernozhukov et al.'s double/debiased ML framework EconML, tools for heterogeneous treatment effect estimation
Uplift_modelling
Bibcode:2012LPICo1667.6462C. J. M. Bauer; T. Grav; Y. R. Fernández; et al. (2017). "Debiasing the NEOWISE Cryogenic Mission Comet Populations". The Astronomical Journal
Quasi-Hilda_comet
Asteroid
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
(322756)_2001_CK32
Bias in behavioral sciences
Arab–Israeli conflict Ukraine Vietnam War Bias reduction Cognitive bias mitigation Debiasing Heuristics in judgment and decision-making Lists: General Memory
Allegiance_bias
Near-Earth asteroid and quasi-satellite
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
2013_LX28
Canadian physician and author
knowledge) in diagnostic accuracy and pushing against the call for cognitive debiasing curricula. More recently, he has studied the role of artificial intelligence
Jonathan_Sherbino
Program to expose implicit bias and eliminate discriminatory behaviors
(2019-02-12). "What we can (and can't) infer about implicit bias from debiasing experiments". Synthese. 198 (2): 1427–1455. doi:10.1007/s11229-019-02128-6
Implicit_bias_training
Periodic comet
September 2025. J. M. Bauer; T. Grav; Y. R. Fernández; et al. (2017). "Debiasing the NEOWISE Cryogenic Mission Comet Populations". The Astronomical Journal
240P/NEAT
2007 studio album by Forever in Terror
on "In the Face of the Faceless" Production Johnny Burke - Producer Don Debiase - Producer Forever in Terror - Restless in the Tides Album Reviews, Songs
Restless_in_the_Tides
Estimation method
11824/251. S2CID 12606055. Julier, S.; J. Uhlmann (1997). "Consistent Debiased Method for Converting Between Polar and Cartesian Coordinate Systems".
Unscented_transform
American hip-hop duo
Streetz-n-Young Deuces started working with DJ Drama's protege, DJ Head Debiase, and went on to release two mixtapes through their brand. Straight Drop
Streetz-n-Young_Deuces
public attitudes and support (step 2). Although the basic process of debiasing judgment can be viewed as a form of knowledge deficit, development of
Gateway_belief_model
Jupiter-family comet
October 2025. J. M. Bauer; T. Grav; Y. R. Fernández; et al. (2017). "Debiasing the NEOWISE Cryogenic Mission Comet Populations". The Astronomical Journal
398P/Boattini
American metalcore band
album at Track Six Recording, Inc. in Cleveland, Ohio with producer Don Debiase and producer/mixer/engineer Brandon Youngs. Towards the end of 2007, Beneath
Beneath_the_Sky
Near-Earth horseshoe
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
2015_YA
Asteroid
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
2012_XE133
Venus trojan asteroid
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
2013_ND15
Near-Earth asteroid
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
2020_VT1
Near-Earth horseshoe asteroid
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
2015_YQ1
total gain of $67. Fischhoff, Baruch (1982). Kahneman, Daniel (ed.). "Debiasing". Judgment Under Uncertainty: Heuristics and Biases. Cambridge University
Datar–Mathews method for real option valuation
Datar–Mathews_method_for_real_option_valuation
Near-Earth asteroid
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
2015_XX169
Urbanized settlement in Brazil
"R. Dr. Ruy Debiase - Castanheiras · Castanheiras, Governador Valadares - State of Minas Gerais, 35054-894, Brazil". R. Dr. Ruy Debiase - Castanheiras
Vila_Império
Directors' duties akin to trustees
care the law has demanded of directors'. Other articles B Fischhoff, 'Debiasing' in D Kahneman, P Slovic and A Tversky (eds) Judgment Under Uncertainty:
The_Charitable_Corp_v_Sutton
German economist
Review Quarterly, No.1/2018, pp. 1–49. Bergers, D./Fassnacht, M. (2017): Debiasing Strategies in the Price Management Process, in: Marketing Review St. Gallen
Martin_Fassnacht
Non-periodic comet
26 March 2025. J. M. Bauer; T. Grav; Y. R. Fernández; et al. (2017). "Debiasing the NEOWISE Cryogenic Mission Comet Populations". The Astronomical Journal
C/2009_F6_(Yi–SWAN)
Beauty pageant
Dangond Chocó - Karina Guerra Rodríguez Córdoba - Lissete Wadad Barakat Debiase Cundinamarca - Astrid Helena Cristancho Palacio Guajira - Hagna Milena
Miss_Colombia_2005
British-Swedish mathematical statistician
Guillaumin, Arthur P.; Lilly, Jonathan M.; Early, Jeffrey J. (2019). "The debiased Whittle likelihood". Biometrika. 106 (2): 251–266. doi:10.1093/biomet/asy071
Sofia_Olhede
Sub-kilometer asteroid classified as a near-Earth object of the Aten group
Levison, Harold F.; Michel, Patrick; Metcalfe, Travis S. (April 2002). "Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects"
2020_PN1
Prashant Goswami, Swapan Mallick and K. C. Gouda (August 2011). "Objective Debiasing for Improved Forecasting of Tropical Cyclone Intensity with a Global Circulation
Prashant_Goswami
Near-Earth asteroid
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
2020_PP1
Quasi-satellite of Earth
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
2014_OL339
Aten asteroid in a horseshoe orbit co-orbital with Earth
Terrestrial Planets Christou, A. A. 2000, Icarus, Vol. 144, Issue 1, pp. 1–20. Debiased Orbital and Absolute Magnitude Distribution of the Near-Earth Objects Bottke
2015_SO2
DEBIASING
DEBIASING
DEBIASING
DEBIASING
Girl/Female
American, British, English, Greek, Latin
Divine
Biblical
holy city
Girl/Female
Scottish
gray haired.
Girl/Female
Muslim/Islamic
Flower
Boy/Male
Tamil
Sun or brilliant boy
Girl/Female
Hindu, Indian, Sanskrit
Precious Gold Coin; The Goddess of Speech
Boy/Male
Hindu, Indian
Goddess Lakshmi
Girl/Female
Biblical Hebrew
The seventh daughter; the daughter of satiety.
Boy/Male
Biblical
The strength of the Lord.
Girl/Female
Latin American
Of Mars. Feminine of Marcus. Mars was mythological Roman god of fertility also identified with...
DEBIASING
DEBIASING
DEBIASING
DEBIASING
DEBIASING