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
'10
'15
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'25
Papers
On the Faithfulness of Vision Transformer Explanations
CVPR 2024
On the Generalization of Equivariant Graph Neural Networks
ICML 2024
On the Generalization of Stochastic Gradient Descent with Momentum
JMLR 2024
On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution
NeurIPS 2024
On the Identifiability of Quantized Factors
CLeaR 2024
On the Impact of Overparameterization on the Training of a Shallow Neural Network in High Dimensions
AISTATS 2024
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory
NeurIPS 2024
On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem
AISTATS 2024
On the Intrinsic Structures of Spiking Neural Networks
JMLR 2024
On the Learnability of Out-of-distribution Detection
JMLR 2024
On the Limitations of Fractal Dimension as a Measure of Generalization
NeurIPS 2024
On the Minimal Degree Bias in Generalization on the Unseen for non-Boolean Functions
ICML 2024
On the Misspecification of Linear Assumptions in Synthetic Controls
AISTATS 2024
On the Optimality of Misspecified Spectral Algorithms
JMLR 2024
On the Outcome Equivalence of Extensive-Form and Behavioral Correlated Equilibria
AAAI 2024
On the Parameter Identifiability of Partially Observed Linear Causal Models
NeurIPS 2024
On the Power of the Weisfeiler-Leman Test for Graph Motif Parameters
ICLR 2024
On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning
ACL 2024
On the Robustness of Spectral Algorithms for Semirandom Stochastic Block Models
NeurIPS 2024
On the Role of Attention Masks and LayerNorm in Transformers
NeurIPS 2024
On the Saturation Effects of Spectral Algorithms in Large Dimensions
NeurIPS 2024
On the Scaling Laws of Geographical Representation in Language Models
COLING 2024
On the Stability and Generalization of Meta-Learning
NeurIPS 2024
On the Stability of Expressive Positional Encodings for Graphs
ICLR 2024
On the Stability of Iterative Retraining of Generative Models on their own Data
ICLR 2024