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Publication search results
found 2,335 matches
- 2021
- Ahmed Abbas, Paul Swoboda:
Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach. NeurIPS 2021: 15635-15649 - Emmanuel Abbe, Enric Boix-Adserà, Matthew S. Brennan, Guy Bresler, Dheeraj Nagaraj:
The staircase property: How hierarchical structure can guide deep learning. NeurIPS 2021: 26989-27002 - Emmanuel Abbe, Pritish Kamath, Eran Malach, Colin Sandon, Nathan Srebro:
On the Power of Differentiable Learning versus PAC and SQ Learning. NeurIPS 2021: 24340-24351 - Milad Abdollahzadeh, Touba Malekzadeh, Ngai-Man Cheung:
Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning. NeurIPS 2021: 14632-14644 - David Abel, Will Dabney, Anna Harutyunyan, Mark K. Ho, Michael L. Littman, Doina Precup, Satinder Singh:
On the Expressivity of Markov Reward. NeurIPS 2021: 7799-7812 - John M. Abowd, Robert Ashmead, Ryan Cumings-Menon, Simson L. Garfinkel, Daniel Kifer, Philip Leclerc, William Sexton, Ashley Simpson, Christine Task, Pavel Zhuravlev:
An Uncertainty Principle is a Price of Privacy-Preserving Microdata. NeurIPS 2021: 11883-11895 - Mikkel Abrahamsen, Linda Kleist, Tillmann Miltzow:
Training Neural Networks is ER-complete. NeurIPS 2021: 18293-18306 - Sami Abu-El-Haija, Hesham Mostafa, Marcel Nassar, Valentino Crespi, Greg Ver Steeg, Aram Galstyan:
Implicit SVD for Graph Representation Learning. NeurIPS 2021: 8419-8431 - Jayadev Acharya, Clément L. Canonne, Yuhan Liu, Ziteng Sun, Himanshu Tyagi:
Distributed Estimation with Multiple Samples per User: Sharp Rates and Phase Transition. NeurIPS 2021: 18920-18931 - Jayadev Acharya, Clément L. Canonne, Prathamesh Mayekar, Himanshu Tyagi:
Information-constrained optimization: can adaptive processing of gradients help? NeurIPS 2021: 7126-7138 - Jayadev Acharya, Clément L. Canonne, Aditya Vikram Singh, Himanshu Tyagi:
Optimal Rates for Nonparametric Density Estimation under Communication Constraints. NeurIPS 2021: 26754-26766 - Idan Achituve, Aviv Shamsian, Aviv Navon, Gal Chechik, Ethan Fetaya:
Personalized Federated Learning With Gaussian Processes. NeurIPS 2021: 8392-8406 - David Acuna, Jonah Philion, Sanja Fidler:
Towards Optimal Strategies for Training Self-Driving Perception Models in Simulation. NeurIPS 2021: 1686-1699 - Vincent Adam, Paul E. Chang, Mohammad Emtiyaz Khan, Arno Solin:
Dual Parameterization of Sparse Variational Gaussian Processes. NeurIPS 2021: 11474-11486 - Jeffrey Adams, Niels Hansen, Kun Zhang:
Identification of Partially Observed Linear Causal Models: Graphical Conditions for the Non-Gaussian and Heterogeneous Cases. NeurIPS 2021: 22822-22833 - Raghavendra Addanki, Shiva Prasad Kasiviswanathan:
Collaborative Causal Discovery with Atomic Interventions. NeurIPS 2021: 12761-12773 - Menachem Adelman, Kfir Y. Levy, Ido Hakimi, Mark Silberstein:
Faster Neural Network Training with Approximate Tensor Operations. NeurIPS 2021: 27877-27889 - Ishaq Aden-Ali, Hassan Ashtiani, Christopher Liaw:
Privately Learning Mixtures of Axis-Aligned Gaussians. NeurIPS 2021: 3925-3938 - Deeksha Adil, Brian Bullins, Sushant Sachdeva:
Unifying Width-Reduced Methods for Quasi-Self-Concordant Optimization. NeurIPS 2021: 19122-19133 - Anish Agarwal, Abdullah Alomar, Varkey Alumootil, Devavrat Shah, Dennis Shen, Zhi Xu, Cindy Yang:
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators. NeurIPS 2021: 18564-18576 - Naman Agarwal, Peter Kairouz, Ziyu Liu:
The Skellam Mechanism for Differentially Private Federated Learning. NeurIPS 2021: 5052-5064 - Rishabh Agarwal, Levi Melnick, Nicholas Frosst, Xuezhou Zhang, Benjamin J. Lengerich, Rich Caruana, Geoffrey E. Hinton:
Neural Additive Models: Interpretable Machine Learning with Neural Nets. NeurIPS 2021: 4699-4711 - Rishabh Agarwal, Max Schwarzer, Pablo Samuel Castro, Aaron C. Courville, Marc G. Bellemare:
Deep Reinforcement Learning at the Edge of the Statistical Precipice. NeurIPS 2021: 29304-29320 - Mayank Agarwal, Mikhail Yurochkin, Yuekai Sun:
On sensitivity of meta-learning to support data. NeurIPS 2021: 20447-20460 - Virginia Aglietti, Neil Dhir, Javier González, Theodoros Damoulas:
Dynamic Causal Bayesian Optimization. NeurIPS 2021: 10549-10560 - Abhinav Agrawal, Justin Domke:
Amortized Variational Inference for Simple Hierarchical Models. NeurIPS 2021: 21388-21399 - Shubhada Agrawal, Wouter M. Koolen, Sandeep Juneja:
Optimal Best-Arm Identification Methods for Tail-Risk Measures. NeurIPS 2021: 25578-25590 - Kwangjun Ahn, Sinho Chewi:
Efficient constrained sampling via the mirror-Langevin algorithm. NeurIPS 2021: 28405-28418 - Kartik Ahuja, Ethan Caballero, Dinghuai Zhang, Jean-Christophe Gagnon-Audet, Yoshua Bengio, Ioannis Mitliagkas, Irina Rish:
Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization. NeurIPS 2021: 3438-3450 - Qingzhong Ai, Lirong He, Shiyu Liu, Zenglin Xu:
ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE. NeurIPS 2021: 5910-5920
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