The Inductive Bias of Quantum Kernels
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2022 |
Kübler, Jonas |
Pretraining Representations for Data-Efficient Reinforcement Learning
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2022 |
Schwarzer, Max |
Disentangling the Roles of Curation, Data-Augmentation and the Prior in the Cold Posterior Effect
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2022 |
Noci, Lorenzo |
Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot?
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2022 |
Ma, Xiaolong |
Adversarial Robustness without Adversarial Training: A Teacher-Guided Curriculum Learning Approach
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2022 |
Sarkar, Anindya |
Gradient Descent on Two-layer Nets: Margin Maximization and Simplicity Bias
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2022 |
Lyu, Kaifeng |
Score-based Generative Neural Networks for Large-Scale Optimal Transport
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2022 |
Daniels, Max |
Glance-and-Gaze Vision Transformer
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2022 |
Yu, Qihang |
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks
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2022 |
Fu, Yonggan |
Accommodating Picky Customers: Regret Bound and Exploration Complexity for Multi-Objective Reinforcement Learning
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2022 |
Wu, Jingfeng |
Exact Privacy Guarantees for Markov Chain Implementations of the Exponential Mechanism with Artificial Atoms
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2022 |
Seeman, Jeremy |
Exploiting Opponents Under Utility Constraints in Sequential Games
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2022 |
Bernasconi-de-Luca, Martino |
A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference
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2022 |
Vergari, Antonio |
Video Instance Segmentation using Inter-Frame Communication Transformers
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2022 |
Hwang, Sukjun |
Structured Reordering for Modeling Latent Alignments in Sequence Transduction
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2022 |
wang, bailin |
HNPE: Leveraging Global Parameters for Neural Posterior Estimation
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2022 |
Rodrigues, Pedro |
Alignment Attention by Matching Key and Query Distributions
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2022 |
Zhang, Shujian |
A Multi-Implicit Neural Representation for Fonts
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2022 |
Reddy, Pradyumna |
Universal Approximation Using Well-Conditioned Normalizing Flows
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2022 |
Lee, Holden |
Learning in Multi-Stage Decentralized Matching Markets
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2022 |
Dai, Xiaowu |