Aaron Roth
where else to find them
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what they talk about
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where they keep going back
- ITCS2 editions2021–2022
all 10 in the filters
on a stage with
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who talks about the same things
- Joseph P. Near7 talks
- Uri Stemmer3 talks
- Pasin Manurangsi8 talks
- Edith Cohen6 talks
- Benjamin C. Pierce17 talks
- Justin Hsu13 talks
| title | conference | date |
|---|---|---|
| Agreement and Alignment for Human-AI Collaborative Decision Making | Bridging Prediction and Intervention Problems in Social Systems (Simons Institute, 2026) | 2026-01-12 |
Defines a frequentist online model where each day a human and an AI exchange short probability or action messages, observe the outcome, and algorithms enforce… | ||
| High Dimensional Calibration for Rational Decision Making | Online and Matching-Based Market Design 2023 | 2023-10-26 |
Provides an algorithm that produces d‑dimensional forecasts whose worst‑case bias grows like root t (up to a log factor in the number of events) and runs in… | ||
| Online Adversarial Multicalibration And (Multi)Calibeating | Adversarial Approaches in Machine Learning 2022 | 2022-02-17 |
A unifying framework called online minimax multi-objective optimization converts many adversarial online goals into a zero-sum surrogate game and yields… | ||
| Online Multivalid Learning: Means, Moments, and Prediction Intervals | ITCS 2022 | 2022-01-31 |
Provides algorithms that guarantee group-conditional uncertainty in an adversarial online setting: multi-calibration and 1−δ prediction-interval coverage for… | ||
| Pipeline Interventions | ITCS 2021 | 2021-01-06 |
Layered graphical model where agents follow stochastic transition matrices and a central planner pays convex costs to change those matrices under budget B… | ||
| Testing Differential Privacy with Dual Interpreters | OOPSLA 2020 | 2020-11-15 |
An automated tester called DPCheck converts a common DP proof pattern into a hybrid test that combines instrumented concrete traces and symbolic execution… | ||
| Eliciting and Enforcing Subjective Individual Fairness | Recent Developments in Research on Fairness 2019 | 2019-07-08 |
Proposes an algorithm that enforces pairwise subjective similarity constraints without assuming any metric, trading off classification error against the… | ||
| Individual Statistical Fairness | Beyond Differential Privacy 2019 | 2019-05-06 |
Shows that minimizing average classification error can systematically exclude a minority group even when that group is more qualified, and proposes a formal… | ||
| On the Power of Interactivity in Local Differential Privacy | Privacy and the Science of Data Analysis 2019 | 2019-04-08 |
Defines a compositionality parameter K-compositional and proves any fully interactive ε‑DP protocol with that property compiles to a sequentially interactive… | ||
| Aaron Roth, Associate Professor, University of Pennsylvania, NYC 2017 | MLconf NYC 2017 | 2017-03-24 |
Shows that concrete privacy failures (AOL, Netflix, genomic reidentification) motivate differential privacy, a formal guarantee where randomized algorithms… | ||
| How Well Do Prices Coordinate Markets | Complexity and Simplicity in Economics (Simons Institute workshop, 2015) | 2015-10-12 |
Price vectors are tested as coordinators: minimal Walrasian prices can leave many buyers indifferent, so a genericity condition (valuations linearly… | ||
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