Hamsa Bastani
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Core AI
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
uncertainty quantification
(2)
regret
(2)
online learning
(1)
conformal prediction
(1)
transfer learning
(1)
domain adaptation
(1)
matrix factorization
(1)
natural language processing
(1)
regret minimization
(1)
sparse regression
(1)
bayesian optimization
(1)
bandits
(1)
regret bound
(1)
surrogate model
(1)
prediction set
(1)
generative adversarial network
(1)
conservative policy
(1)
offline optimization
(1)
model-based optimization
(1)
word embedding
(1)
Papers
Stochastic Online Conformal Prediction with Semi-Bandit Feedback
ICML 2025
Generative Adversarial Model-Based Optimization via Source Critic Regularization
NeurIPS 2024
Stochastic Bandits with ReLU Neural Networks
ICML 2024
Uniformly Conservative Exploration in Reinforcement Learning
AISTATS 2023
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings
ICML 2021