Jarret Ross
5 papers · 2020–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
representation learning
(1)
contrastive learning
(1)
molecular optimization
(1)
non-convex optimization
(1)
optimal transport
(1)
preference alignment
(1)
sample complexity
(1)
distributed learning
(1)
test-time adaptation
(1)
stochastic dominance
(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
NIPS 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
NIPS 2020