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Arash Mehrjou

Identifiers

  • name variant Arash Mehrjou 0.60 · backfill

Papers (39)

  1. In-silico biological discovery with large perturbation models cs.LG · 2025 · author #6
  2. Multi-megabase scale genome interpretation with genetic language models q-bio.GN · 2025 · author #5
  3. Efficient Differentiable Discovery of Causal Order cs.LG · 2024 · author #2
  4. Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm cs.LG · 2024 · author #3
  5. DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design q-bio.QM · 2023 · author #2
  6. The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data cs.LG · 2023 · author #17
  7. Multi-omics Prediction from High-content Cellular Imaging with Deep Learning q-bio.QM · 2023 · author #2
  8. Federated Causal Discovery From Interventions cs.LG · 2022 · author #6
  9. CausalBench: A Large-scale Benchmark for Network Inference from Single-cell Perturbation Data cs.LG · 2022 · author #3
  10. From Points to Functions: Infinite-dimensional Representations in Diffusion Models cs.LG · 2022 · author #4
  11. Diffusion Models for Video Prediction and Infilling cs.CV · 2022 · author #2
  12. Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database cs.LG · 2022 · author #1
  13. Physical Derivatives: Computing policy gradients by physical forward-propagation cs.RO · 2022 · author #1
  14. GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL cs.LG · 2021 · author #4
  15. GeneDisco: A Benchmark for Experimental Design in Drug Discovery cs.LG · 2021 · author #1
  16. Federated Learning as a Mean-Field Game stat.ML · 2021 · author #1
  17. Diffusion-Based Representation Learning cs.LG · 2021 · author #5
  18. Pyfectious: An individual-level simulator to discover optimal containment polices for epidemic diseases q-bio.PE · 2021 · author #1
  19. Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning cs.LG · 2020 · author #2
  20. Real-time Prediction of COVID-19 related Mortality using Electronic Health Records stat.AP · 2020 · author #2
  21. Learning Dynamical Systems using Local Stability Priors stat.ML · 2020 · author #1
  22. Artificial Buildings: Safety, Complexity and a Quantifiable Measure of Beauty cs.OH · 2020 · author #1
  23. Neural Lyapunov Redesign eess.SY · 2020 · author #1
  24. Kernel-Guided Training of Implicit Generative Models with Stability Guarantees stat.ML · 2019 · author #1
  25. Dual Instrumental Variable Regression stat.ML · 2019 · author #2
  26. The Incomplete Rosetta Stone Problem: Identifiability Results for Multi-View Nonlinear ICA stat.ML · 2019 · author #3
  27. Kernel-Guided Training of Implicit Generative Models with Stability Guarantees cs.LG · 2019 · author #1
  28. Deep Lyapunov Function: Automatic Stability Analysis for Dynamical Systems math.DS · 2019 · author #1
  29. Counterfactuals uncover the modular structure of deep generative models cs.LG · 2018 · author #2
  30. Deep Nonlinear Non-Gaussian Filtering for Dynamical Systems eess.SP · 2018 · author #1
  31. A Local Information Criterion for Dynamical Systems stat.ML · 2018 · author #1
  32. Efficient Encoding of Dynamical Systems through Local Approximations cs.SY · 2018 · author #2
  33. Distribution Aware Active Learning stat.ML · 2018 · author #1
  34. Deep Energy Estimator Networks stat.ML · 2018 · author #2
  35. Analysis of Nonautonomous Adversarial Systems stat.ML · 2018 · author #1
  36. Tempered Adversarial Networks stat.ML · 2018 · author #3
  37. Fidelity-Weighted Learning cs.LG · 2017 · author #2
  38. Towards life cycle identification of malaria parasites using machine learning and Riemannian geometry stat.ML · 2017 · author #1
  39. Annealed Generative Adversarial Networks stat.ML · 2017 · author #1

Mentions

  • 2405.18314 #3 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2308.15395 #17 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2503.23535 #6 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2501.07737 #5 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2105.14257 #5 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2410.08787 #2 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2306.09391 #2 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2211.03846 #6 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2312.04064 #2 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2210.17283 #3 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2206.07696 #2 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2210.13774 #4 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2204.09328 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2201.05830 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2110.15489 #4 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2110.11875 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2010.03110 #2 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2107.03770 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2008.13412 #2 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2103.15561 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2006.03947 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1910.12358 #2 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2008.10053 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 2006.11113 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1812.03253 #2 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1901.09206 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1910.14428 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1905.06642 #3 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1901.08403 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1811.05933 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1802.04374 #3 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1805.10615 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1711.02799 #2 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1805.08916 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1805.08306 #2 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1803.05045 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1708.05200 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1705.07505 #1 · arxiv_oai · confidence 0.70 Arash Mehrjou
  • 1805.09714 #2 · arxiv_oai · confidence 0.70 Arash Mehrjou

Frequent Coauthors