| CrypTen: Secure Multi-Party Computation Meets Machine Learning
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2022 |
Knott, Brian |
| Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions
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2022 |
Carderera, Alejandro |
| Automatic Data Augmentation for Generalization in Reinforcement Learning
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2022 |
Raileanu, Roberta |
| Center Smoothing: Certified Robustness for Networks with Structured Outputs
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2022 |
Kumar, Aounon |
| Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex
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2022 |
Conwell, Colin |
| A Topological Perspective on Causal Inference
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2022 |
Ibeling, Duligur |
| Parameter Inference with Bifurcation Diagrams
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2022 |
Szep, Gregory |
| Dataset Distillation with Infinitely Wide Convolutional Networks
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2022 |
Nguyen, Timothy |
| SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search
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2022 |
Chen, Qi |
| Efficient Equivariant Network
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2022 |
He, Lingshen |
| Even your Teacher Needs Guidance: Ground-Truth Targets Dampen Regularization Imposed by Self-Distillation
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2022 |
Borup, Kenneth |
| Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition
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2022 |
Liebenwein, Lucas |
| Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines
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2022 |
Decelle, Aurélien |
| Accurate Point Cloud Registration with Robust Optimal Transport
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2022 |
Shen, Zhengyang |
| Offline RL Without Off-Policy Evaluation
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2022 |
Brandfonbrener, David |
| Continuous vs. Discrete Optimization of Deep Neural Networks
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2022 |
Elkabetz, Omer |
| Can contrastive learning avoid shortcut solutions?
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2022 |
Robinson, Joshua |
| Matrix encoding networks for neural combinatorial optimization
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2022 |
Kwon, Yeong-Dae |
| Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations
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2022 |
Hsu, Joy |
| Continuous Latent Process Flows
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2022 |
Deng, Ruizhi |
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