houssam nassif
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge π Cross-Pollinator (14)
π
Renaissance Researcher
(5)
π₯
Unstoppable
(5)
Conferences
NIPS (3)
ICML (2)
UAI (1)
Top co-authors
Research topics
Keywords
best-arm identification
(2)
regret minimization
(2)
inverse reinforcement learning
(2)
bayesian inference
(1)
sample complexity
(1)
pac learning
(1)
experimental design
(1)
maximum likelihood estimation
(1)
adaptive design
(1)
state aggregation
(1)
clustering algorithm
(1)
probabilistic graphical model
(1)
tree structure
(1)
contextual bandit
(1)
infinite tree-structured
(1)
pure exploration
(1)
confidence bound
(1)
reward estimation
(1)
sub-gaussian noise
(1)
deep energy-based model
(1)
Papers
On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models
NIPS 2024
Experimental Designs for Heteroskedastic Variance
NIPS 2023
A Data-Driven State Aggregation Approach for Dynamic Discrete Choice Models
UAI 2023
Instance-optimal PAC Algorithms for Contextual Bandits
NIPS 2022
Improved Confidence Bounds for the Linear Logistic Model and Applications to Bandits
ICML 2021
Deep PQR: Solving Inverse Reinforcement Learning using Anchor Actions
ICML 2020