Machine Learning
132,800 papers (10 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
5
22
43
74
52
76
308
315
348
358
533
570
711
1,481
1,361
1,651
2,440
3,865
5,968
9,301
11,133
13,312
14,452
17,500
20,351
21,167
5,403
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
On the Hardness of Training Deep Neural Networks Discretely
AAAI 2025
On the Identifiability of Causal Abstractions
AISTATS 2025
On the Identification of Temporal Causal Representation with Instantaneous Dependence
ICLR 2025
On the Impact of Fine-Tuning on Chain-of-Thought Reasoning
NAACL 2025
On the Impact of Noise in Differentially Private Text Rewriting
NAACL 2025
On the Impact of Performative Risk Minimization for Binary Random Variables
ICML 2025
On the Impacts of Contexts on Repository-Level Code Generation
NAACL 2025
On the Importance of Dual-Space Augmentation for Domain Generalized Object Detection
WACV 2025
On the Importance of Embedding Norms in Self-Supervised Learning
ICML 2025
On the Importance of Gaussianizing Representations
ICML 2025
On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning
ICLR 2025
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems
NAACL 2025
On the Inherent Privacy of Zeroth-Order Projected Gradient Descent
AISTATS 2025
On the Interplay between Graph Structure and Learning Algorithms in Graph Neural Networks
ICML 2025
On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility
IJCNLP 2025
On the Learnability of Distribution Classes with Adaptive Adversaries
ICML 2025
On the Learning with Augmented Class via Forests
IJCAI 2025
On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery
ICLR 2025
On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations
ICLR 2025
On the Local Complexity of Linear Regions in Deep ReLU Networks
ICML 2025
On the Logic of Theory Base Change: Reformulation of Belief Bases
AAAI 2025
On the Minimax Regret of Sequential Probability Assignment via Square-Root Entropy
COLT 2025
On the Modelling of Constraints with Tractable Logical Operators
AAAI 2025
On the Mutual Influence of Gender and Occupation in LLM Representations
ACL 2025
On the Natural Gradient of the Evidence Lower Bound
JMLR 2025