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Arun Ahuja
Arun Ahuja
Google Deepmind, Mount Sinai School of Medicine, Northwestern University
Verified email at google.com
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Year
Genomic features of response to combination immunotherapy in patients with advanced non-small-cell lung cancer
MD Hellmann, T Nathanson, H Rizvi, BC Creelan, F Sanchez-Vega, ...
Cancer cell 33 (5), 843-852. e4, 2018
7332018
Experience replay for continual learning
D Rolnick, A Ahuja, J Schwarz, T Lillicrap, G Wayne
Advances in Neural Information Processing Systems 32, 2019
3792019
Contribution of systemic and somatic factors to clinical response and resistance to PD-L1 blockade in urothelial cancer: an exploratory multi-omic analysis
A Snyder, T Nathanson, SA Funt, A Ahuja, J Buros Novik, MD Hellmann, ...
PLoS medicine 14 (5), e1002309, 2017
2382017
Unsupervised predictive memory in a goal-directed agent
G Wayne, CC Hung, D Amos, M Mirza, A Ahuja, A Grabska-Barwinska, ...
arXiv preprint arXiv:1803.10760, 2018
1542018
Rethinking data-intensive science using scalable analytics systems
FA Nothaft, M Massie, T Danford, Z Zhang, U Laserson, C Yeksigian, ...
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
1132015
Hierarchical visuomotor control of humanoids
J Merel, A Ahuja, V Pham, S Tunyasuvunakool, S Liu, D Tirumala, ...
arXiv preprint arXiv:1811.09656, 2018
992018
Neural probabilistic motor primitives for humanoid control
J Merel, L Hasenclever, A Galashov, A Ahuja, V Pham, G Wayne, YW Teh, ...
arXiv preprint arXiv:1811.11711, 2018
972018
Somatic Mutations and Neoepitope Homology in Melanomas Treated with CTLA-4 BlockadeMutations and Neoepitopes in Melanoma
T Nathanson, A Ahuja, A Rubinsteyn, BA Aksoy, MD Hellmann, D Miao, ...
Cancer immunology research 5 (1), 84-91, 2017
882017
Optimizing agent behavior over long time scales by transporting value
CC Hung, T Lillicrap, J Abramson, Y Wu, M Mirza, F Carnevale, A Ahuja, ...
Nature communications 10 (1), 1-12, 2019
822019
V-mpo: On-policy maximum a posteriori policy optimization for discrete and continuous control
HF Song, A Abdolmaleki, JT Springenberg, A Clark, H Soyer, JW Rae, ...
arXiv preprint arXiv:1909.12238, 2019
682019
Learning representations for weakly supervised natural language processing tasks
F Huang, A Ahuja, D Downey, Y Yang, Y Guo, A Yates
Computational Linguistics 40 (1), 85-120, 2014
612014
Learning Representations for Weakly Supervised Natural Language Processing Tasks
F Huang, A Ahuja, D Downey, Y Yang, Y Guo, A Yates
612013
Catch & Carry: reusable neural controllers for vision-guided whole-body tasks
J Merel, S Tunyasuvunakool, A Ahuja, Y Tassa, L Hasenclever, V Pham, ...
ACM Transactions on Graphics (TOG) 39 (4), 39: 1-39: 12, 2020
592020
Imitating interactive intelligence
J Abramson, A Ahuja, I Barr, A Brussee, F Carnevale, M Cassin, ...
arXiv preprint arXiv:2012.05672, 2020
342020
Chemotherapy weakly contributes to predicted neoantigen expression in ovarian cancer
T O’Donnell, EL Christie, A Ahuja, J Buros, BA Aksoy, DDL Bowtell, ...
BMC cancer 18 (1), 1-11, 2018
342018
Exploiting hierarchy for learning and transfer in kl-regularized rl
D Tirumala, H Noh, A Galashov, L Hasenclever, A Ahuja, G Wayne, ...
arXiv preprint arXiv:1903.07438, 2019
332019
Proton-driven plasma wakefield acceleration in AWAKE
E Gschwendtner, M Turner, E Adli, A Ahuja, O Apsimon, R Apsimon, ...
Philosophical Transactions of the Royal Society A 377 (2151), 20180418, 2019
232019
Probing physics knowledge using tools from developmental psychology
L Piloto, A Weinstein, D TB, A Ahuja, M Mirza, G Wayne, D Amos, C Hung, ...
arXiv preprint arXiv:1804.01128, 2018
212018
Language models as representations for weakly supervised nlp tasks
F Huang, A Yates, A Ahuja, D Downey
Proceedings of the fifteenth conference on computational natural language …, 2011
202011
Behavior priors for efficient reinforcement learning
D Tirumala, A Galashov, H Noh, L Hasenclever, R Pascanu, J Schwarz, ...
arXiv preprint arXiv:2010.14274, 2020
172020
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