Papers
DORO: Distributional and Outlier Robust Optimization
Runtian Zhai, Chen Dan, Zico Kolter et al.
Double-Win Quant: Aggressively Winning Robustness of Quantized Deep Neural Networks via Random Precision Training and Inference
Yonggan Fu, Qixuan Yu, Meng Li et al.
Doubly Robust Off-Policy Actor-Critic: Convergence and Optimality
Tengyu Xu, Zhuoran Yang, Zhaoran Wang et al.
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning
Daochen Zha, Jingru Xie, Wenye Ma et al.
Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training
Shiwei Liu, Lu Yin, Decebal Constantin Mocanu et al.
DriftSurf: Stable-State / Reactive-State Learning under Concept Drift
Ashraf Tahmasbi, Ellango Jothimurugesan, Srikanta Tirthapura et al.
Dropout: Explicit Forms and Capacity Control
Raman Arora, Peter Bartlett, Poorya Mianjy et al.
Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach
Tianyu Ding, Zhihui Zhu, Rene Vidal et al.
Dueling Convex Optimization
Aadirupa Saha, Tomer Koren, Yishay Mansour
Dynamic Balancing for Model Selection in Bandits and RL
Ashok Cutkosky, Christoph Dann, Abhimanyu Das et al.
Dynamic Game Theoretic Neural Optimizer
Guan-Horng Liu, Tianrong Chen, Evangelos Theodorou
Dynamic Planning and Learning under Recovering Rewards
David Simchi-Levi, Zeyu Zheng, Feng Zhu
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games
Dustin Morrill, Ryan D’Orazio, Marc Lanctot et al.
Efficient Differentiable Simulation of Articulated Bodies
Yi-Ling Qiao, Junbang Liang, Vladlen Koltun et al.
Efficient Generative Modelling of Protein Structure Fragments using a Deep Markov Model
Christian B Thygesen, Christian Skjødt Steenmans, Ahmad Salim Al-Sibahi et al.
Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations
Patrick Emami, Pan He, Sanjay Ranka et al.
Efficient Lottery Ticket Finding: Less Data is More
Zhenyu Zhang, Xuxi Chen, Tianlong Chen et al.
Efficient Message Passing for 0–1 ILPs with Binary Decision Diagrams
Jan-Hendrik Lange, Paul Swoboda
EfficientNetV2: Smaller Models and Faster Training
Mingxing Tan, Quoc Le
Efficient Online Learning for Dynamic k-Clustering
Dimitris Fotakis, Georgios Piliouras, Stratis Skoulakis
Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations
Angeliki Kamoutsi, Goran Banjac, John Lygeros
Efficient Statistical Tests: A Neural Tangent Kernel Approach
Sheng Jia, Ehsan Nezhadarya, Yuhuai Wu et al.
Efficient Training of Robust Decision Trees Against Adversarial Examples
Daniël Vos, Sicco Verwer
EfficientTTS: An Efficient and High-Quality Text-to-Speech Architecture
Chenfeng Miao, Liang Shuang, Zhengchen Liu et al.
Elastic Graph Neural Networks
Xiaorui Liu, Wei Jin, Yao Ma et al.