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Date
Warren Center Affiliate
CategoryTitleLink
2
4/16/2018Aaron RothPaper
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
https://arxiv.org/pdf/1711.05144.pdf
3
4/30/2018Aaron RothInterviewDifferential Privacy Theory & Practice with Aaron Roth
https://twimlai.com/twiml-talk-132-differential-privacy-theory-practice-with-aaron-roth/
4
5/9/2018Aaron RothTalkPreventing Fairness Gerrymandering in Machine Learning
https://www.law.upenn.edu/newsevents/calendar.php#!event_id/56365/view/event
5
5/17/2018Aaron RothTalkIn Conversation with the Rosenbach: Flash Focus on Privacy and the Internet
https://rosenbach.org/events/flash-focus/
6
6/6/2018Aaron RothPaperMitigating Bias in Adaptive Data Gathering via Differential Privacy
https://arxiv.org/abs/1806.02329
7
6/8/2018Aaron RothTalkPreventing Fairness Gerrymandering in Machine Learning
https://theory.eecs.northwestern.edu/events/algorithmic-fairness/
8
6/29/2018Aaron RothTalkIndividual and Group Fairness in Machine Learning
https://www.ifi.uzh.ch/en/studies/phd/summer-schools/summerschool2018.html
9
7/24/2018Aaron RothTalkAlgorithmic Approaches to Preventing Overfitting in Adaptive Data Analysis
https://simons.berkeley.edu/workshops/schedule/10312
10
7/25/2018Aaron RothTalkHow to Use Heuristics for Differential Privacy
https://simons.berkeley.edu/workshops/schedule/10312
11
8/24/2018Aaron RothPaperAn Empirical Study of Rich Subgroup Fairness for Machine Learning
https://arxiv.org/abs/1808.08166
12
8/27/2018Aaron RothPaperDownstream Effects of Affirmative Action
https://arxiv.org/abs/1808.09004
13
9/12/2018Aaron RothTalkEthical Algorithms
https://www.youtube.com/watch?v=byLJT-us8Ho&feature=youtu.be
14
10/12/2018Aaron RothTalk(Un)Fairness in Machine Learning
https://www.fdic.gov/news/conferences/consumersymposium/2018/index.html
15
10/15/2018Aaron RothTalkData Interpretation and Credibility
https://symposia.research.upenn.edu/
16
10/20/2018Aaron RothPaperThe Frontiers of Fairness in Machine Learning
https://arxiv.org/abs/1810.08810
17
11/5/2018Aaron RothTalkHow to Use Heuristics for Differential Privacy
https://toc.seas.harvard.edu/toc-seminar
18
11/12/2018Aaron RothTalkHow to Use Heuristics for Differential Privacy
http://www.cms.caltech.edu/events/83647
19
11/19/2018Aaron RothPaperHow to Use Heuristics for Differential Privacy
https://arxiv.org/abs/1811.07765
20
11/28/2018Aaron RothTalkPreventing Fairness Gerrymandering in Machine Learning
https://www.cs.purdue.edu/news/articles/2018/excellenceseries-roth.html
21
3/1/2019Aaron RothTalkThe Ethical Algorithm
https://www.nyas.org/events/2019/13th-annual-machine-learning-symposium/
22
3/8/2019Aaron RothTalkOracle Efficiency in Differential Privacy
http://theory.cs.princeton.edu/calendar.html
23
4/2/2019Aaron RothTalkThe Ethical Algorithm
https://www.facebook.com/events/864944930533644/
24
4/5/2019Aaron RothTalkThe Ethical Algorithm
https://sdsc2019.mit.edu/agenda/
25
4/7/2019Aaron RothPaperThe Role of Interactivity in Local Differential Privacy
https://arxiv.org/abs/1904.03564
26
4/16/2019Aaron RothTalkDifferential Privacy: Theory and Practice
https://www.comcastlabsconnect.com/cybersecurity-2019
27
5/3/2019Aaron RothTalkStatistical Individual Fairness in Machine Learning
http://www.cs.columbia.edu/theory/s19-theoryread.html#s13
28
5/7/2019Aaron RothPaperGaussian Differential Privacy
https://arxiv.org/abs/1905.02383
29
5/23/2019Aaron RothTalkAlgorithm Recommendations
https://cra.org/ccc/events/economics-and-fairness/#agenda
30
6/4/2019Aaron RothTalkAI for Everyone: Promoting Fairness in AI
https://remars.amazon.com/
31
6/11/2019Aaron RothTalkTowards Practical Notions of Individual Fairness
https://borisbabic.com/img/dgl10_final_program.pdf
32
7/1/2019Aaron RothPaper
Exponential Separations in Local Differential Privacy Through Communication Complexity
https://arxiv.org/abs/1907.00813
33
7/10/2019Aaron RothTalkEliciting and Enforcing Subjective Individual Fairness
https://www.youtube.com/watch?v=25qFdZ9HZ9Y
34
7/23/2019Aaron RothTalkThe Ethical Algorithm
http://ainyc19.xnextcon.com/
35
8/19/2019Aaron RothTalkThe Ethical Algorithm
http://cmsa.fas.harvard.edu/2019-big-data/
36
8/23/2019Aaron RothQuoteIs Data Privacy Real? Don’t Bet on It
https://knowledge.wharton.upenn.edu/article/data-privacy-real-dont-bet/
37
9/3/2019Aaron RothPaper
Differentially Private Objective Perturbation: Beyond Smoothness and Convexity
https://arxiv.org/abs/1909.01783
38
9/5/2019Aaron RothTalkHow Do We Ensure The Ethical Development of AI in Finance?
https://s3.amazonaws.com/re-work-production/schedule_pdfs/194/original.pdf?1567671056
39
9/9/2019Aaron RothPaperA New Analysis of Differential Privacy's Generalization Guarantees
https://arxiv.org/abs/1909.03577
40
9/19/2019Aaron RothQuoteThe human driver
https://penntoday.upenn.edu/news/human-factor-artificial-intelligence
41
9/19/2019Aaron RothInterviewThe programming ethos
https://penntoday.upenn.edu/news/programming-ethos-artificial-intelligence-podcast
42
9/20/2019Aaron RothTalkAverage Individual Fairness
http://caml.indiana.edu/rtcc.html
43
10/4/2019Aaron RothTalkThe Ethical Algorithm
https://csd.cmu.edu/calendar/special-theory-ethical-algorithms-seminar
44
10/23/2019Aaron RothQuote
You Got a Brain Scan at the Hospital. Someday a Computer May Use it to Identify You
https://www.nytimes.com/2019/10/23/health/brain-scans-personal-identity.html
45
10/24/2019Aaron RothTalkThe Ethical Algorithm
http://www.marketforintelligence.com/about/
46
10/28/2019Aaron RothQuoteYour Data Is Shared and Sold…What’s Being Done About It?
https://knowledge.wharton.upenn.edu/article/data-shared-sold-whats-done/
47
10/30/2019Aaron RothTalkTrustworthy AI Symposium
https://datascience.columbia.edu/trustworthy-ai-symposium
48
11/1/2019Aaron RothBookThe Ethical Algorithm: The Science of Socially Aware Algorithm Design
https://www.amazon.com/Ethical-Algorithm-Science-Socially-Design/dp/0190948205
49
11/1/2019Aaron RothTalkThe Ethical Algorithm
http://www.harvard.com/event/michael_kearns_and_aaron_roth/
50
11/5/2019Aaron RothTalkThe Ethical Algorithm
https://nabe.com/tec2019
51
11/11/2019Aaron RothTalkDesigning Ethical Algorithms
https://townhallseattle.org/event/michaels-kearns-and-aaron-roth/
52
11/17/2019Aaron RothArticleSocially Aware Algorithms Are Ready to Help
https://blogs.scientificamerican.com/observations/socially-aware-algorithms-are-ready-to-help/?amp
53
11/18/2019Aaron Roth
Honor/Award
Aaron Roth, PhD, UPenn Professor and Author of The Ethical Algorithm, Joins Spectrum Labs as Advisor
https://www.prweb.com/releases/aaron_roth_phd_upenn_professor_and_author_of_the_ethical_algorithm_joins_spectrum_labs_as_advisor/prweb16718797.htm
54
12/5/2019Aaron RothInterviewEthical Algorithms
https://www.steptoecyberblog.com/2019/12/05/episode-291-ethical-algorithms-with-michael-kearns-and-aaron-roth/
55
12/13/2019Aaron RothTalkAverage Individual Fairness
https://sites.google.com/view/hcml-2019
56
12/14/2019Aaron RothTalkAverage Individual Fairness
https://sites.google.com/view/mlwithguarantees
57
1/8/2020Aaron RothTalkThe Ethical Algorithm
http://isaim2020.cs.ou.edu/
58
1/13/2020Aaron RothArticleEthical algorithm design should guide technology regulation
https://www.brookings.edu/research/ethical-algorithm-design-should-guide-technology-regulation/
59
1/14/2020Aaron RothTalkThe Ethical Algorithm
https://www.brookings.edu/events/the-ethical-algorithm/
60
1/20/2020Aaron RothPaperLocal Differential Privacy for Evolving Data
https://journalprivacyconfidentiality.org/index.php/jpc/article/view/718
61
1/22/2020Aaron RothTalkThe Ethical Algorithm
https://www.eventbrite.co.uk/e/ethical-algorithm-by-professor-aaron-roth-university-of-pennsylvania-tickets-82191443821
62
1/29/2020Aaron RothTalkThe Ethical Algorithm
https://pennlaw.cvent.com/c/express/6205b03f-cd8f-4af8-ac14-37b986376bcf
63
2/10/2020Aaron RothPaperGuidelines for Implementing and Auditing Differentially Private Systems
https://arxiv.org/abs/2002.04049
64
2/16/2020Aaron RothPaperPipeline Interventions
https://arxiv.org/abs/2002.06592
65
2/18/2020Aaron RothPaperFair Prediction with Endogenous Behavior
https://arxiv.org/abs/2002.07147
66
3/3/2020Aaron RothInterviewEthical Algorithms
https://shows.acast.com/ipse-dixit/episodes/aaron-roth-michael-kearns-on-ethical-algorithms
67
3/12/2020Aaron RothQuoteThe algorithmic trade-off between accuracy and ethics
https://www.strategy-business.com/article/The-algorithmic-trade-off-between-accuracy-and-ethics?gko=c7017
68
3/31/2020Aaron RothTalkThe Ethical Algorithm
https://www.youtube.com/watch?v=z6DMhIw2X4U
69
4/9/2020Aaron RothQuoteTime to re-evaluate AI algorithms right from the design stage, experts urge
https://www.zdnet.com/article/time-to-re-evaluate-ai-algorithms-right-from-the-design-stage-experts-urge/
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5/1/2020Aaron RothPaperA Snapshot of the Frontiers of Fairness in Machine Learning
https://cacm.acm.org/magazines/2020/5/244336-a-snapshot-of-the-frontiers-of-fairness-in-machine-learning/fulltext
71
6/15/2020Aaron RothQuoteCan contact tracing stop the spread of COVID-19?
https://penntoday.upenn.edu/news/can-contact-tracing-stop-spread-covid-19
72
7/1/2020Aaron RothQuoteSummer reading 2020
https://www.strategy-business.com/article/Summer-reading-2020?gko=53d75
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7/6/2020Aaron RothPaperDescent-to-Delete: Gradient-Based Methods for Machine Unlearning
https://arxiv.org/abs/2007.02923
74
8/18/2020Aaron RothPaperMoment Multicalibration for Uncertainty Estimation
https://arxiv.org/abs/2008.08037
75
8/21/2020Aaron RothInterviewHow much still needs to be done to make algorithms more ethical
https://www.shine.cn/opinion/2008214615/
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8/29/2020Aaron RothTalkAI: Deus Ex Machina
https://www.shci.org/ai-deus-ex-machina
77
9/11/2020Aaron RothTalkThe Ethical Algorithm
https://computationsociety.yale.edu/event/colloquium-on-the-ethical-algorithm
78
9/30/2020Aaron RothTalkMoment Multicalibration for Uncertainty Estimation
https://statistics.wharton.upenn.edu/research/seminars-conferences/moment-multicalibration-for-uncertainty-estimation/
79
10/19/2020Aaron RothInterview
Amazon Scholars Michael Kearns and Aaron Roth discuss the ethics of machine learning
https://www.amazon.science/latest-news/amazon-scholars-michael-kearns-and-aaron-roth-discuss-the-ethics-of-machine-learning
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12/15/2020Aaron RothTalkThe Ethical Algorithm
https://iaa.jhu.edu/event/kearns-roth-talk/?instance_id=8
81
1/5/2021Aaron RothPaperOnline Multivalid Learning: Means, Moments, and Prediction Intervals
https://arxiv.org/abs/2101.01739
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1/27/2021Aaron RothTalkOnline Multivalid Learning: Means, Moments, and Prediction Intervals
https://toc4fairness.org/toc4fairness-seminar-aaron-roth/
83
1/28/2021Aaron Roth
Honor/Award
2021 PROSE Award Winner
https://publishingperspectives.com/2021/01/aap-prose-awards-the-2021-category-winners/
84
2/5/2021Aaron RothPaperOnline Multivalid Learning: Game Theory for Better Estimation
https://sites.google.com/view/gamesdecisionsnetworks/past-seminars?authuser=0
85
2/15/2021Aaron RothQuoteWho Should Stop Unethical A.I.?
https://www.newyorker.com/tech/annals-of-technology/who-should-stop-unethical-ai
86
3/11/2021Aaron RothPaperDifferentially Private Query Release Through Adaptive Projection
https://arxiv.org/abs/2103.06641
87
3/25/2021Aaron RothInterviewThe Ethical Algorithm
https://open.spotify.com/episode/0B4O3X5gqhDqW0R9OgP69f?si=b-d5UxoFTj6SLWra042qDQ&nd=1
88
5/20/2021Aaron RothTalk
Online Multivalid Learning: Multicalibration and Multivalid Prediction Intervals for Worst Case Data
https://www.cs.washington.edu/events/colloquia/details?id=3187
89
6/3/2021Aaron RothArticleStatistical Inference is Not a Privacy Violation
https://differentialprivacy.org/inference-is-not-a-privacy-violation/
90
6/8/2021Aaron RothPaperAdaptive Machine Unlearning
https://arxiv.org/abs/2106.04378
91
6/11/2021Aaron RothQuoteThese creepy fake humans herald a new age in AI
https://www.technologyreview.com/2021/06/11/1026135/ai-synthetic-data/
92
6/25/2021Aaron RothTalkA New Analysis of Differential Privacy's Generalization Guarantees
http://acm-stoc.org/stoc2021/STOCprogram.html
93
7/9/2021Aaron RothPaperMultiaccurate Proxies for Downstream Fairness
https://arxiv.org/abs/2107.04423
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8/8/2021Aaron RothQuote
Top execs from Morgan Stanley, Mastercard, and United Airlines dish on their 5 summer reading recommendations about everything from social media algorithms to Winston Churchill
https://www.businessinsider.com/5-books-summer-reading-wall-street-morgan-stanley-robinhood-mckinsey-2021-8
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8/9/2021Aaron RothPaperOnline Multiobjective Minimax Optimization and Applications
https://arxiv.org/abs/2108.03837
96
8/9/2021Aaron RothPaper
Online Minimax Multiobjective Optimization: Multicalibeating and Other Applications
https://arxiv.org/abs/2108.03837
97
8/19/2021Aaron RothQuoteNow That Machines Can Learn, Can They Unlearn?
https://www.wired.com/story/machines-can-learn-can-they-unlearn/
98
9/7/2021Aaron RothPaperFairness in Prediction and Allocation
https://www.cis.upenn.edu/~aaroth/Papers/Roth-Morgenstern-Fairness-Chapter.pdf
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1/25/2022Aaron RothPaperBeyond the Frontier: Fairness Without Accuracy Loss
https://arxiv.org/abs/2201.10408
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5/4/2022Aaron RothTalkRobust and Equitable Uncertainty Estimation
https://www.eventbrite.com/e/robust-and-equitable-uncertainty-estimation-registration-315680879007