conftrace_

Xuran Meng

4 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10)

Venues

JMLR (2) ICLR (1) ICML (1)

Top co-authors

Yuan Cao (3) Jeff Yao (1) Jianfeng Yao (1) Difan Zou (1) Chenyang Zhang (1)

Research topics

Deep Learning (4) Machine Learning (3) Core Methods (3) Architectures (2) Optimization & Theory · Machine Learning (2) Optimization & Theory · Deep Learning (2) Learning Types (1)

Keywords

transformer architecture (1) double descent (1) variable selection (1) attention mechanism (1) ridge regression (1) sample complexity (1) gradient descent (1) signal-to-noise ratio (1) excess risk (1) spectral analysis (1) early stopping (1) random matrix theory (1) deep neural network (1) random feature (1) random feature model (1) few-shot adaptation (1) overparameterized learning (1) multiple descent (1) classification difficulty (1) gradient descent training (1)

Papers

Transformer Learns Optimal Variable Selection in Group-Sparse Classification ICLR 2025 Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data ICML 2024 Multiple Descent in the Multiple Random Feature Model JMLR 2024 Impact of classification difficulty on the weight matrices spectra in Deep Learning and application to early-stopping JMLR 2023