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Theory

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Papers

The Implicit Delta Method NIPS 2022
Annihilation of Spurious Minima in Two-Layer ReLU Networks NIPS 2022
Stability and Generalization for Markov Chain Stochastic Gradient Methods NIPS 2022
Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis NIPS 2022
Neural Conservation Laws: A Divergence-Free Perspective NIPS 2022
What is a Good Metric to Study Generalization of Minimax Learners? NIPS 2022
Self-Explaining Deviations for Coordination NIPS 2022
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits NIPS 2022
Re-Analyze Gauss: Bounds for Private Matrix Approximation via Dyson Brownian Motion NIPS 2022
Universality of Group Convolutional Neural Networks Based on Ridgelet Analysis on Groups NIPS 2022
Robustness Certification of Visual Perception Models via Camera Motion Smoothing CORL 2022
Towards Bridging Sample Complexity and Model Capacity AAAI 2022
Resolving Inconsistencies in Simple Temporal Problems: A Parameterized Approach AAAI 2022
Sample Average Approximation for Stochastic Optimization with Dependent Data: Performance Guarantees and Tractability AAAI 2022
Truthful Cake Sharing AAAI 2022
Individual Representation in Approval-Based Committee Voting AAAI 2022
Truthful Aggregation of Budget Proposals with Proportionality Guarantees AAAI 2022
Pizza Sharing Is PPA-Hard AAAI 2022
Heterogeneous Facility Location with Limited Resources AAAI 2022
Complexity of Deliberative Coalition Formation AAAI 2022
The Price of Justified Representation AAAI 2022
The Complexity of Proportionality Degree in Committee Elections AAAI 2022
Worst-Case Voting When the Stakes Are High AAAI 2022
Iterative Calculus of Voting under Plurality AAAI 2022
Incomplete Argumentation Frameworks: Properties and Complexity AAAI 2022