conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Theory

4,955 papers

Papers per year

1
4
37
72
447
426
'00
'05
'10
'15
'20
'25

Papers

Rademacher complexity of neural ODEs via Chen-Fliess series L4DC 2024
A large deviations perspective on policy gradient algorithms L4DC 2024
Error bounds, PL condition, and quadratic growth for weakly convex functions, and linear convergences of proximal point methods L4DC 2024
Finite-time complexity of incremental policy gradient methods for solving multi-task reinforcement learning L4DC 2024
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers NAACL 2024
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases NAACL 2024
Anisotropy is Not Inherent to Transformers NAACL 2024
A Study on the Calibration of In-context Learning NAACL 2024
Lower Bounds on the Expressivity of Recurrent Neural Language Models NAACL 2024
Transformers Can Represent n-gram Language Models NAACL 2024
LeanReasoner: Boosting Complex Logical Reasoning with Lean NAACL 2024
Investigating Data Contamination in Modern Benchmarks for Large Language Models NAACL 2024
A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base NAACL 2024
Emergent Abilities in Reduced-Scale Generative Language Models NAACL 2024
GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond NAACL 2024
Evaluating Step-by-Step Reasoning through Symbolic Verification NAACL 2024
BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues NAACL 2024
Findings of the AmericasNLP 2024 Shared Task on Machine Translation into Indigenous Languages NAACL 2024
Evaluating Vocabulary Usage in LLMs NAACL 2024
The Elephant in the Room: Ten Challenges of Computational Detection of Rhetorical Figures NAACL 2024
Connecting the Dots in News Analysis: Bridging the Cross-Disciplinary Disparities in Media Bias and Framing NAACL 2024
hinoki at SemEval-2024 Task 7: Numeral-Aware Headline Generation (English) NAACL 2024
What Drives Performance in Multilingual Language Models? NAACL 2024
EPVerifier: Accelerating Update Storms Verification with Edge-Predicate NSDI 2024
Anvil: Verifying Liveness of Cluster Management Controllers OSDI 2024