Seyed Mohammad Asghari
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
UAI (3)
NIPS (2)
ICML (1)
Top co-authors
Keywords
joint prediction
(3)
predictive distribution
(2)
uncertainty estimation
(2)
epistemic neural network
(2)
uncertainty quantification
(1)
supervised learning
(1)
posterior distribution
(1)
thompson sampling
(1)
regret bound
(1)
ensemble method
(1)
bayesian deep learning
(1)
decentralized learning
(1)
linear-quadratic dynamical system
(1)
neural network
(1)
multi-agent system
(1)
marginal prediction
(1)
dyadic sampling
(1)
regret analysis
(1)
bandit environment
(1)
multi-agent reinforcement learning
(1)
Papers
Efficient Exploration for LLMs
ICML 2024
Epistemic Neural Networks
NIPS 2023
Approximate Thompson Sampling via Epistemic Neural Networks
UAI 2023
The Neural Testbed: Evaluating Joint Predictions
NIPS 2022
Evaluating high-order predictive distributions in deep learning
UAI 2022
Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems
UAI 2020