Arash Mehrjou
13 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7) π Cross-Pollinator (7)
π§
Keyword Pioneer
π
Conference Polyglot
(7)
π
Academic Marathon
(7)
π
Century Club
(13)
π₯
Unstoppable
(6)
π
Conference Pioneer
Conferences
ICLR (4)
ICML (4)
AISTATS (1)
CLEAR (1)
L4DC (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
causal inference
(2)
reinforcement learning
(2)
transfer learning
(1)
semi-supervised learning
(1)
lyapunov function
(1)
convex optimization
(1)
source separation
(1)
semi-supervised classification
(1)
self-supervised learning
(1)
stability analysis
(1)
independent component analysis
(1)
nonlinear control
(1)
multi-view learning
(1)
distribution shift
(1)
zero-shot learning
(1)
nonlinear independent component analysis
(1)
saddle-point problems
(1)
diffusion model
(1)
dynamical system
(1)
representation learning
(1)
Papers
Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm
ICLR 2025
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data
CLEAR 2025
DiscoBAX: Discovery of optimal intervention sets in genomic experiment design
ICML 2023
Diffusion Based Representation Learning
ICML 2023
GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL
AISTATS 2022
GeneDisco: A Benchmark for Experimental Design in Drug Discovery
ICLR 2022
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning
ICML 2021
Neural Lyapunov Redesign
L4DC 2021
Dual Instrumental Variable Regression
NIPS 2020
Counterfactuals uncover the modular structure of deep generative models
ICLR 2020
The Incomplete Rosetta Stone problem: Identifiability results for Multi-view Nonlinear ICA
UAI 2019
Tempered Adversarial Networks
ICML 2018
Fidelity-Weighted Learning
ICLR 2018