Rot-Pro: Modeling Transitivity by Projection in Knowledge Graph Embedding
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2022 |
Song, Tengwei |
Modular Gaussian Processes for Transfer Learning
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2022 |
Moreno-Muñoz, Pablo |
Causal Effect Inference for Structured Treatments
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2022 |
Kaddour, Jean |
Differentially Private Multi-Armed Bandits in the Shuffle Model
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2022 |
Tenenbaum, Jay |
Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning
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2022 |
Huang, Jiani |
Multi-Scale Representation Learning on Proteins
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2022 |
Somnath, Vignesh Ram |
Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers
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2022 |
d' Orsi, Tommaso |
Mastering Atari Games with Limited Data
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2022 |
Ye, Weirui |
Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks
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2022 |
Li, Shibo |
Absolute Neighbour Difference based Correlation Test for Detecting Heteroscedastic Relationships
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2022 |
Zhang, Lifeng |
Information-theoretic generalization bounds for black-box learning algorithms
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2022 |
Harutyunyan, Hrayr |
Locally differentially private estimation of functionals of discrete distributions
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2022 |
Butucea, Cristina |
Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering
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2022 |
Kwon, Youngjoong |
Piper: Multidimensional Planner for DNN Parallelization
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2022 |
Tarnawski, Jakub M |
IA-RED^2: Interpretability-Aware Redundancy Reduction for Vision Transformers
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2022 |
Pan, Bowen |
Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels
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2022 |
Karp, Stefani |
Learning Hard Optimization Problems: A Data Generation Perspective
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2022 |
Kotary, James |
Dynamics-regulated kinematic policy for egocentric pose estimation
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2022 |
Luo, Zhengyi |
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)
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2022 |
El-Mhamdi, El Mahdi |
Not All Low-Pass Filters are Robust in Graph Convolutional Networks
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2022 |
Chang, Heng |