Theory
5,579 papers
Papers per year
1
2
3
3
9
4
32
25
33
25
39
38
47
78
67
80
103
156
267
383
486
592
713
822
805
612
154
2000
'5
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'25
Papers
On Error Propagation of Diffusion Models
ICLR 2024
One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently
NeurIPS 2024
On Feature Learning in Structured State Space Models
NeurIPS 2024
On Finding Small Hyper-Gradients in Bilevel Optimization: Hardness Results and Improved Analysis
COLT 2024
On gauge freedom, conservativity and intrinsic dimensionality estimation in diffusion models
ICLR 2024
On Leakage of Code Generation Evaluation Datasets
EMNLP 2024
Online Consistency of the Nearest Neighbor Rule
NeurIPS 2024
Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?
NeurIPS 2024
On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models
NeurIPS 2024
On Stationary Point Convergence of PPO-Clip
ICLR 2024
On the Ability of Developers' Training Data Preservation of Learnware
NeurIPS 2024
On the Actionability of Outcome Prediction
AAAI 2024
On the Asymptotic Distribution of the Minimum Empirical Risk
ICML 2024
On the cohesion and separability of average-link for hierarchical agglomerative clustering
NeurIPS 2024
On the Complexity of Identification in Linear Structural Causal Models
NeurIPS 2024
On the Complexity of Learning Sparse Functions with Statistical and Gradient Queries
NeurIPS 2024
On the Computational and Statistical Complexity of Over-parameterized Matrix Sensing
JMLR 2024
On the Computational Complexity of Plan Verification, (Bounded) Plan-Optimality Verification, and Bounded Plan Existence
AAAI 2024
On the Computation of Example-Based Abductive Explanations for Random Forests
IJCAI 2024
On the Connection between Lp- and Risk Consistency and its Implications on Regularized Kernel Methods
JMLR 2024
On the Content Bias in Frechet Video Distance
CVPR 2024
On the Effect of Key Factors in Spurious Correlation: A theoretical Perspective
AISTATS 2024
On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains
JMLR 2024
On the Expected Size of Conformal Prediction Sets
AISTATS 2024
On the Expressive Power of Tree-Structured Probabilistic Circuits
NeurIPS 2024