Udaya Ghai

11 papers · 2020–2025 · 6 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13) 🗺️ Taxonomy Completionist (17) 🌍 Conference Polyglot (6) 💎 Century Club (11) 🔥 Unstoppable (6) ❓ The Questioner

Conferences

NIPS (3) ICLR (2) ICML (2) L4DC (2) ALT (1) COLT (1)

Top co-authors

Elad Hazan (6) Karan Singh (4) Dean Foster (2) Hanlin Zhang (2) Sham M. Kakade (2) Arushi Gupta (1) Alexandre Megretski (1) Zhou Lu (1) Yuda Song (1) Yi Zhang (1)

Keywords

online learning (4) regret minimization (3) regret bound (3) non-convex optimization (1) model misspecification (1) sample complexity (1) empirical risk minimization (1) gradient descent (1) agnostic learning (1) online convex optimization (1) matrix completion (1) mirror descent (1) multiclass learning (1) multi-agent control (1) matrix regularization (1) boosting algorithm (1) weak learner (1) regret guarantee (1) dynamical system (1) distributed algorithm (1)

Papers

How Does Critical Batch Size Scale in Pre-training? ICLR 2025

Sample-Optimal Agnostic Boosting with Unlabeled Data ICML 2025

Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models ICLR 2025

Sample-Efficient Agnostic Boosting NIPS 2024

Online Nonstochastic Model-Free Reinforcement Learning NIPS 2023

Robust Online Control with Model Misspecification L4DC 2022

A Regret Minimization Approach to Multi-Agent Control ICML 2022

Non-convex online learning via algorithmic equivalence NIPS 2022

Generating Adversarial Disturbances for Controller Verification L4DC 2021

Exponentiated Gradient Meets Gradient Descent ALT 2020

No-Regret Prediction in Marginally Stable Systems COLT 2020