Dan A. Calian

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 8

Top Topics

Credit Assignment

Constraint Satisfaction

Reinforcement Learning

Distributed Representations

Top Venues

Publications

Andrei A. Rusu, Dan A. Calian, Sven Gowal, Raia Hadsell
Hindering Adversarial Attacks with Implicit Neural Representations. CoRR (2022)
Sylvestre-Alvise Rebuffi, Sven Gowal, Dan A. Calian, Florian Stimberg, Olivia Wiles, Timothy A. Mann
Fixing Data Augmentation to Improve Adversarial Robustness. CoRR (2021)
Sylvestre-Alvise Rebuffi, Sven Gowal, Dan A. Calian, Florian Stimberg, Olivia Wiles, Timothy Mann
Data Augmentation Can Improve Robustness. CoRR (2021)
Dan A. Calian, Florian Stimberg, Olivia Wiles, Sylvestre-Alvise Rebuffi, András György, Timothy A. Mann, Sven Gowal
Defending Against Image Corruptions Through Adversarial Augmentations. CoRR (2021)
Dan A. Calian, Daniel J. Mankowitz, Tom Zahavy, Zhongwen Xu, Junhyuk Oh, Nir Levine, Timothy A. Mann
Balancing Constraints and Rewards with Meta-Gradient D4PG. ICLR (2021)
Daniel J. Mankowitz, Dan A. Calian, Rae Jeong, Cosmin Paduraru, Nicolas Heess, Sumanth Dathathri, Martin A. Riedmiller, Timothy A. Mann
Robust Constrained Reinforcement Learning for Continuous Control with Model Misspecification. CoRR (2020)
Anton Zhernov, Krishnamurthy (Dj) Dvijotham, Ivan Lobov, Dan A. Calian, Michelle X. Gong, Natarajan Chandrashekar, Timothy A. Mann
The NodeHopper: Enabling Low Latency Ranking with Constraints via a Fast Dual Solver. KDD (2020)
Dan A. Calian, Daniel J. Mankowitz, Tom Zahavy, Zhongwen Xu, Junhyuk Oh, Nir Levine, Timothy A. Mann
Balancing Constraints and Rewards with Meta-Gradient D4PG. CoRR (2020)