Kavya Ravichandran

6 papers · 2022–2026 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

ALT (3) AAAI (1) ICML (1) UAI (1)

Top co-authors

Avrim Blum (4) Emily Diana (1) Marten Garicano (1) Alexander Williams Tolbert (1) Mor Shpigel Nacson (1) Ronitt Rubinfeld (1) Maryam Aliakbarpour (1) Dravyansh Sharma (1) Amartya Shankha Biswas (1) Nathan Srebro (1)

Research topics

Machine Learning (5) Optimization & Theory · Machine Learning (5) Mathematics & Optimization (4) Optimization (3) Artificial Intelligence (1) Deep Learning (1) Core AI (1) Core Methods (1) Learning Types (1) Mathematics (1) Optimization & Theory · Deep Learning (1)

Keywords

sample complexity (2) multi-armed bandit (2) gradient descent (1) distribution testing (1) optimal reward (1) best arm identification (1) hyperparameter tuning (1) adversarial corruption (1) implicit bia (1) linear network (1) competitive ratio (1) stochastic method (1) hazard rate (1) worst-case guarantee (1) latent component (1) diagonal network (1) dynamic stability (1) dynamical stability (1) approximation factor (1) light-tailed distribution (1)

Papers

Algorithm Design and Stronger Guarantees for the Improving Multi-Armed Bandits Problem UAI 2026 A Theoretical Model for Grit in Pursuing Ambitious Ends AAAI 2026 A Model for Combinatorial Dictionary Learning and Inference ALT 2025 Nearly-tight Approximation Guarantees for the Improving Multi-Armed Bandits Problem ALT 2025 Testing Tail Weight of a Distribution Via Hazard Rate ALT 2023 Implicit Bias of the Step Size in Linear Diagonal Neural Networks ICML 2022