Multi-objective Deep Data Generation with Correlated Property Control
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2023 |
Wang, Shiyu |
Domain Adaptation meets Individual Fairness. And they get along.
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2023 |
Mukherjee, Debarghya |
A Greek Parliament Proceedings Dataset for Computational Linguistics and Political Analysis
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2023 |
Dritsa, Konstantina |
SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos
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2023 |
Elsayed, Gamaleldin |
An Asymptotically Optimal Batched Algorithm for the Dueling Bandit Problem
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2023 |
Agarwal, Arpit |
Learning with convolution and pooling operations in kernel methods
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2023 |
Misiakiewicz, Theodor |
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods
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2023 |
Jospin, Laurent |
Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation
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2023 |
Jiang, Ziyu |
FourierFormer: Transformer Meets Generalized Fourier Integral Theorem
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2023 |
Nguyen, Tan |
Practical Adversarial Multivalid Conformal Prediction
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2023 |
Bastani, Osbert |
Dual-Curriculum Contrastive Multi-Instance Learning for Cancer Prognosis Analysis with Whole Slide Images
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2023 |
TU, CHAO |
Differentially Private Model Compression
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2023 |
Mireshghallah, FatemehSadat |
Class-Aware Adversarial Transformers for Medical Image Segmentation
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2023 |
You, Chenyu |
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation
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2023 |
Amortila, Philip |
Reincarnating Reinforcement Learning: Reusing Prior Computation to Accelerate Progress
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2023 |
Agarwal, Rishabh |
Rashomon Capacity: A Metric for Predictive Multiplicity in Classification
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2023 |
Hsu, Hsiang |
Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence
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2023 |
Liu, Boyi |
Estimating graphical models for count data with applications to single-cell gene network
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2023 |
Xiao, Feiyi |
Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge
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2023 |
Niu, Hongjing |
Minimax Regret for Cascading Bandits
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2023 |
Vial, Daniel |