Ali Tajer
16 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Academic Marathon (6)
π
Academic Marathon
(6)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
π¬
Deep Specialist
(10)
π
Keyword Champion
(2)
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(61)
π
Trend Setter
β
The Questioner
π
Century Club
(15)
β‘
Prolific Year
(6)
Conferences
NIPS (7)
AISTATS (4)
JMLR (2)
AAAI (1)
ACL (1)
UAI (1)
Top co-authors
Keywords
causal inference
(6)
causal representation learning
(4)
causal bandit
(3)
soft intervention
(3)
sample complexity
(3)
causal discovery
(2)
markov equivalence class
(2)
graphical model
(2)
structure learning
(2)
intervention target
(2)
structural equation model
(2)
ising model
(2)
linear transformation
(2)
linear structural equation model
(2)
precision matrix
(2)
latent variable
(2)
regret bound
(2)
causal structure
(1)
side information
(1)
causal structure learning
(1)
Papers
Multi-component Causal Tracing in Large Language Models
ACL 2026
Risk-sensitive Bandits: Arm Mixture Optimality and Regret-efficient Algorithms
AISTATS 2025
Score-based Causal Representation Learning: Linear and General Transformations
JMLR 2025
Interventional Causal Discovery in a Mixture of DAGs
NIPS 2024
Linear Causal Representation Learning from Unknown Multi-node Interventions
NIPS 2024
Linear Causal Bandits: Unknown Graph and Soft Interventions
NIPS 2024
Sample Complexity of Interventional Causal Representation Learning
NIPS 2024
General Identifiability and Achievability for Causal Representation Learning
AISTATS 2024
Causal Bandits with General Causal Models and Interventions
AISTATS 2024
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective
AAAI 2023
Causal Bandits for Linear Structural Equation Models
JMLR 2023
Intervention target estimation in the presence of latent variables
UAI 2022
Learning Shared Subgraphs in Ising Model Pairs
AISTATS 2021
Scalable Intervention Target Estimation in Linear Models
NIPS 2021
Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination
NIPS 2021
Structure Learning with Side Information: Sample Complexity
NIPS 2019