Low-Cost Learning via Active Data Procurement

Abernethy, Jacob — 2015 ·

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160066

Faster Convex Optimization: Simulated Annealing with an Efficient Universal Barrier

Abernethy, Jacob — 2015 ·

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264574

Spectral Smoothing via Random Matrix Perturbations

Abernethy, Jacob — 2015 ·

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275626

Fighting Bandits with a New Kind of Smoothness

Abernethy, Jacob — 2015 ·

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275827

Rate of Price Discovery in Iterative Combinatorial Auctions

Abernethy, Jacob — 2015 ·

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329451

Flint Water Crisis: Data-Driven Risk Assessment Via Residential Water Testing

Abernethy, Jacob — 2016 ·

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387478

Data Science in Service of Performing Arts: Applying Machine Learning to Predicting Audience Preferences

Abernethy, Jacob — 2016 ·

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407597

Faster Rates for Convex-Concave Games

Abernethy, Jacob — 2018 ·

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609139

ActiveRemediation: The Search for Lead Pipes in Flint, Michigan

Abernethy, Jacob — 2018 ·

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645323

Last-iterate convergence rates for min-max optimization

Abernethy, Jacob — 2019 ·

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839836

Online Learning via the Differential Privacy Lens

Abernethy, Jacob — 2017 ·

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840474

Fast Convergence of Fictitious Play for Diagonal Payoff Matrices

Abernethy, Jacob — 2019 ·

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1031340

A Multiclass Boosting Framework for Achieving Fast and Provable Adversarial Robustness

Abernethy, Jacob — 2021 ·

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1089080

Active Sampling for Min-Max Fairness

Abernethy, Jacob — 2020 ·

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1343106

A Mechanism for Sample-Efficient In-Context Learning for Sparse Retrieval Tasks

Abernethy, Jacob — 2023 ·

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1530341

Lexicographic Optimization: Algorithms and Stability

Abernethy, Jacob — 2024 ·

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1744128