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Manzil Zaheer
Manzil Zaheer
Google Research
Verifierad e-postadress på cmu.edu - Startsida
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Federated optimization in heterogeneous networks
T Li, AK Sahu, M Zaheer, M Sanjabi, A Talwalkar, V Smith
Proceedings of Machine learning and systems 2, 429-450, 2020
61742020
Deep Sets
M Zaheer, S Kottur, S Ravanbakhsh, B Poczos, R Salakhutdinov, ...
Advances in Neural Information Processing Systems, 3391-3401, 2017
30942017
Big bird: Transformers for longer sequences
M Zaheer, G Guruganesh, KA Dubey, J Ainslie, C Alberti, S Ontanon, ...
Advances in neural information processing systems 33, 17283-17297, 2020
24582020
Adaptive federated optimization
S Reddi, Z Charles, M Zaheer, Z Garrett, K Rush, J Konečný, S Kumar, ...
arXiv preprint arXiv:2003.00295, 2020
16532020
Go for a walk and arrive at the answer: Reasoning over paths in knowledge bases using reinforcement learning
R Das, S Dhuliawala, M Zaheer, L Vilnis, I Durugkar, A Krishnamurthy, ...
ICLR, 2017
6662017
Open domain question answering using early fusion of knowledge bases and text
H Sun, B Dhingra, M Zaheer, K Mazaitis, R Salakhutdinov, WW Cohen
arXiv preprint arXiv:1809.00782, 2018
5452018
Adaptive methods for nonconvex optimization
M Zaheer, S Reddi, D Sachan, S Kale, S Kumar
Advances in neural information processing systems 31, 2018
5422018
Gaussian LDA for topic models with word embeddings
R Das, M Zaheer, C Dyer
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
4862015
Compressed video action recognition
CY Wu, M Zaheer, H Hu, R Manmatha, AJ Smola, P Krähenbühl
Proceedings of the IEEE conference on computer vision and pattern …, 2018
4172018
A field guide to federated optimization
J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ...
arXiv preprint arXiv:2107.06917, 2021
4002021
Point cloud gan
CL Li, M Zaheer, Y Zhang, B Poczos, R Salakhutdinov
arXiv preprint arXiv:1810.05795, 2018
2622018
Multi-step retriever-reader interaction for scalable open-domain question answering
R Das, S Dhuliawala, M Zaheer, A McCallum
arXiv preprint arXiv:1905.05733, 2019
2252019
Feddane: A federated newton-type method
T Li, AK Sahu, M Zaheer, M Sanjabi, A Talwalkar, V Smithy
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1227-1231, 2019
1952019
Modifying memories in transformer models
C Zhu, AS Rawat, M Zaheer, S Bhojanapalli, D Li, F Yu, S Kumar
arXiv preprint arXiv:2012.00363, 2020
1722020
Question answering on knowledge bases and text using universal schema and memory networks
R Das, M Zaheer, S Reddy, A McCallum
Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
1642017
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function
DS Sachan, M Zaheer, R Salakhutdinov
AAAI, 2019
1602019
Large language models with controllable working memory
D Li, AS Rawat, M Zaheer, X Wang, M Lukasik, A Veit, F Yu, S Kumar
arXiv preprint arXiv:2211.05110, 2022
1262022
Randomized exploration in generalized linear bandits
B Kveton, M Zaheer, C Szepesvari, L Li, M Ghavamzadeh, C Boutilier
International Conference on Artificial Intelligence and Statistics, 2066-2076, 2020
1242020
Dung Thai, Ameya Godbole, Ethan Perez, Jay Yoon Lee, Lizhen Tan, Lazaros Polymenakos, and Andrew McCallum. 2021. Casebased reasoning for natural language queries over knowledge …
R Das, M Zaheer
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
1102021
Differentiable reasoning over a virtual knowledge base
B Dhingra, M Zaheer, V Balachandran, G Neubig, R Salakhutdinov, ...
arXiv preprint arXiv:2002.10640, 2020
1002020
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Artiklar 1–20