Jarret Ross

5 papers · 2020–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird

Venues

AAAI (2) NeurIPS (2) ICML (1)

Top co-authors

Youssef Mroueh (5) Igor Melnyk (3) Brian Belgodere (3) Jiri Navratil (3) Mattia Rigotti (2) Payel Das (2) Apoorva Nitsure (2) Mikhail Yurochkin (2) Kristjan Greenewald (2) Tianbao Yang (1)

Research topics

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

Keywords

stochastic dominance (2) large language model (2) molecular optimization (1) non-convex optimization (1) optimal transport (1) preference alignment (1) text generation (1) sample complexity (1) distributed learning (1) test-time adaptation (1) mutual information (1) reproducing kernel hilbert space (1) mutual information estimation (1) likelihood ratio estimation (1) lower bound (1) neural estimator (1) generative adversarial network (1) genetic algorithm (1) min-max optimization (1) property optimization (1)

Papers

GP-MoLFormer-Sim: Test Time Molecular Optimization Through Contextual Similarity Guidance AAAI 2026 Distributional Preference Alignment of LLMs via Optimal Transport NeurIPS 2024 Risk Aware Benchmarking of Large Language Models ICML 2024 Improved Mutual Information Estimation AAAI 2021 A Decentralized Parallel Algorithm for Training Generative Adversarial Nets NeurIPS 2020