houssam nassif
6 papers · 2020–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory · Machine Learning
(5)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Core AI
(2)
Core Methods
(2)
Methods
(2)
Deep Learning
(1)
Bayesian & Probabilistic
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Probability
(1)
Keywords
inverse reinforcement learning
(2)
best arm identification
(2)
regret minimization
(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
NeurIPS 2024
A Data-Driven State Aggregation Approach for Dynamic Discrete Choice Models
UAI 2023
Experimental Designs for Heteroskedastic Variance
NeurIPS 2023
Instance-optimal PAC Algorithms for Contextual Bandits
NeurIPS 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