Dheeraj Mysore Nagaraj

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 📈 Trend Setter

Venues

ICLR (2) AAAI (1) ICML (1)

Top co-authors

Praneeth Netrapalli (2) Prateek Jain (2) Naman Agarwal (2) Aparna Taneja (1) Suhas S Kowshik (1) Syomantak Chaudhuri (1) Karthikeyan Shanmugam (1) Harshit Varma (1) Tonghan Wang (1) Milind Tambe (1)

Research topics

Machine Learning (4) Core Methods (3) Learning Types · Machine Learning (3) Deep Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Reinforcement Learning (1) Core AI (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Methods (1) Models (1)

Keywords

sample complexity (2) image generation (1) binary classification (1) collaborative filtering (1) language modeling (1) optimal policy (1) matrix completion (1) low-rank matrix (1) low-rank matrix completion (1) generative model (1) restless multi-armed bandit (1) linear mdp (1) discrete diffusion (1) linear markov decision process (1) tabular mdp (1) multi-user reinforcement learning (1) communication learning (1) reward allocation (1) systematic data error (1) restless multi-arm bandit (1)

Papers

Glauber Generative Model: Discrete Diffusion Models via Binary Classification ICLR 2025 The Bandit Whisperer: Communication Learning for Restless Bandits AAAI 2025 Multi-User Reinforcement Learning with Low Rank Rewards ICML 2023 Online Target Q-learning with Reverse Experience Replay: Efficiently finding the Optimal Policy for Linear MDPs ICLR 2022