Heavy Ball Neural Ordinary Differential Equations
|
2022 |
Xia, Hedi |
On the Sample Complexity of Learning under Geometric Stability
|
2022 |
Bietti, Alberto |
Learning Models for Actionable Recourse
|
2022 |
Ross, Alexis |
Fractal Structure and Generalization Properties of Stochastic Optimization Algorithms
|
2022 |
Camuto, Alexander |
Convergence Rates of Stochastic Gradient Descent under Infinite Noise Variance
|
2022 |
Wang, Hongjian |
Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination
|
2022 |
Foster, Dylan J |
Revisiting Deep Learning Models for Tabular Data
|
2022 |
Gorishniy, Yury |
Unfolding Taylor' s Approximations for Image Restoration
|
2022 |
zhou, man |
Functional Regularization for Reinforcement Learning via Learned Fourier Features
|
2022 |
Li, Alexander |
Adaptive First-Order Methods Revisited: Convex Minimization without Lipschitz Requirements
|
2022 |
Antonakopoulos, Kimon |
Bridging the Imitation Gap by Adaptive Insubordination
|
2022 |
Weihs, Luca |
Container: Context Aggregation Networks
|
2022 |
gao, peng |
Agent Modelling under Partial Observability for Deep Reinforcement Learning
|
2022 |
Papoudakis, Georgios |
Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks
|
2022 |
Ma, Chen |
Scalable Diverse Model Selection for Accessible Transfer Learning
|
2022 |
Bolya, Daniel |
REMIPS: Physically Consistent 3D Reconstruction of Multiple Interacting People under Weak Supervision
|
2022 |
Fieraru, Mihai |
Adversarial Teacher-Student Representation Learning for Domain Generalization
|
2022 |
Yang, Fu-En |
SIMILAR: Submodular Information Measures Based Active Learning In Realistic Scenarios
|
2022 |
Kothawade, Suraj |
Structure learning in polynomial time: Greedy algorithms, Bregman information, and exponential families
|
2022 |
Rajendran, Goutham |
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning
|
2022 |
DENG, Danruo |