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Arash Mehrjou
Arash Mehrjou
ETH Zürich - Max Planck Institute
Verified email at tuebingen.mpg.de - Homepage
Title
Cited by
Cited by
Year
Fidelity-weighted learning
M Dehghani, A Mehrjou, S Gouws, J Kamps, B Schölkopf
International Conference on Learning Representations 2018 (ICLR), 2017
562017
Counterfactuals uncover the modular structure of deep generative models
M Besserve, A Mehrjou, R Sun, B Schölkopf
International Conference on Learning Representations 2020 (ICLR), 2018
542018
Deep energy estimator networks
S Saremi*, A Mehrjou*, B Schölkopf, A Hyvärinen
arXiv preprint arXiv:1805.08306, 2018
472018
Improved Bayesian information criterion for mixture model selection
A Mehrjou, R Hosseini, BN Araabi
Pattern Recognition Letters 69, 22-27, 2016
432016
Automatic malaria diagnosis system
A Mehrjou, T Abbasian, M Izadi
2013 First RSI/ISM International Conference on Robotics and Mechatronics …, 2013
362013
The Incomplete Rosetta Stone problem: Identifiability results for Multi-view Nonlinear ICA
L Gresele*, PK Rubenstein*, A Mehrjou, F Locatello, B Schölkopf
Uncertainty in Artificial Intelligence 2019 (UAI), 2019
302019
Tempered adversarial networks
MSM Sajjadi, G Parascandolo, A Mehrjou, B Schölkopf
International Conference on Machine Learning 2018 (ICML), 2018
252018
Real-time prediction of COVID-19 related mortality using electronic health records
P Schwab, A Mehrjou, S Parbhoo, LA Celi, J Hetzel, M Hofer, B Schölkopf, ...
Nature Communications 12 (1), 1-16, 2021
222021
Dual instrumental variable regression
K Muandet, A Mehrjou, SK Lee, A Raj
Advances in Neural Information Processing Systems (NeurIPS) 33, 2020
222020
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning
SA Sontakke, A Mehrjou, L Itti, B Schölkopf
International Conference on Machine Learning 2021 (ICML), 2020
202020
Dual iv: A single stage instrumental variable regression
K Muandet, A Mehrjou, SK Lee, A Raj
162019
Annealed generative adversarial networks
A Mehrjou, B Schölkopf, S Saremi
arXiv preprint arXiv:1705.07505, 2017
102017
Minimum information exchange in distributed systems
F Solowjow*, A Mehrjou*, B Schölkopf, S Trimpe
57th IEEE Conference on Decision and Control (CDC), 2018
7*2018
Neural Lyapunov Redesign
A Mehrjou, M Ghavamzadeh, B Schölkopf
Learning for Dynamics and Control 2021 (L4DC), 2021
4*2021
Learning dynamical systems using local stability priors
A Mehrjou, A Iannelli, B Schölkopf
Journal of Computational Dynamics, 2020
42020
Kernel-guided training of implicit generative models with stability guarantees
A Mehrjou, W Jitkrittum, K Muandet, B Schölkopf
arXiv preprint arXiv:1901.09206, 2019
42019
Deep lyapunov function: Automatic stability analysis for dynamical systems
A Mehrjou, B Schölkopf
arXiv preprint arXiv:1901.08403, 2019
32019
Distribution aware active learning
A Mehrjou, M Khodabandeh, G Mori
arXiv preprint arXiv:1805.08916, 2018
32018
Diffusion-Based Representation Learning
K Abstreiter, S Bauer, B Schölkopf, A Mehrjou
arXiv preprint arXiv:2205.14257v1, 2021
2*2021
Deep Nonlinear Non-Gaussian Filtering for Dynamical Systems
A Mehrjou, B Schölkopf
NeurIPS Workshop on Infer2Control at 32nd Conference on Neural Information …, 2018
22018
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Articles 1–20