Ross Boczar

4 papers · 2016–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 📈 Trend Setter

Venues

AAAI (1) AISTATS (1) COLT (1) ICML (1)

Top co-authors

Max Simchowitz (2) Lillian Ratliff (1) Reilly Raab (1) Benjamin Recht (1) Mahdi Soltanolkotabi (1) Yang Liu (1) Arnab Maiti (1) Stephen Tu (1) Ben Recht (1) Maryam Fazel (1)

Research topics

Machine Learning (4) Mathematics & Optimization (3) Optimization (3) Optimization & Theory (3) Core Methods (2) Artificial Intelligence (1) Data Science & Analytics (1) Application Areas (1) Core AI (1) Learning Types (1) Mathematics (1) Methods (1)

Keywords

algorithmic fairness (1) non-convex optimization (1) policy optimization (1) sequential decision making (1) sample complexity (1) constrained optimization (1) nash equilibrium (1) time series (1) oracle inequality (1) system identification (1) gradient descent (1) semiparametric estimation (1) distribution shift (1) low-rank matrix recovery (1) restricted isometry property (1) multi-armed bandit (1) zero-sum game (1) matrix game (1) stochastic bandit (1) pure exploration (1)

Papers

Fair Participation via Sequential Policies AAAI 2024 Near-Optimal Pure Exploration in Matrix Games: A Generalization of Stochastic Bandits & Dueling Bandits AISTATS 2024 Learning Linear Dynamical Systems with Semi-Parametric Least Squares COLT 2019 Low-rank Solutions of Linear Matrix Equations via Procrustes Flow ICML 2016