影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
78.39/100
前 1.5%
全站排名 #983
发表论文16 篇
平均评分
年均产出5.3 篇/年
Maryam Fazel
研究方向
Low-rank matrix recovery · Convex optimization and duality · Policy optimization · Control theory · Benign nonconvexity in Machine Learning · Deep learning theory
11
Convergence Dynamics of Over-Parameterized Score Matching for a Single Gaussian
ICLR 2026Poster
18
Global Convergence of Four-Layer Matrix Factorization under Random Initialization
ICLR 2026Rejected
9
Unregularized Linear Convergence in Zero-Sum Game from Preference Feedback
ICLR 2026Rejected
21
PrefDisco: Benchmarking Proactive Personalized Reasoning
ICLR 2026Poster
20
Understanding the Performance Gap in Preference Learning: A Dichotomy of RLHF and DPO
ICLR 2026Rejected
18
Instance-Optimal Best-Arm Identification in Non-Stationary Linear Bandits
ICLR 2026Rejected
通讯17
Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs
NeurIPS 2025Poster
22
Extragradient Preference Optimization (EGPO): Beyond Last-Iterate Convergence for Nash Learning from Human Feedback
COLM 2025Poster
二作15
Gating is Weighting: Understanding Gated Linear Attention through In-context Learning
COLM 2025Poster
16
LoRe: Personalizing LLMs via Low-Rank Reward Modeling
COLM 2025Poster
通讯20
DoomArena: A framework for Testing AI Agents Against Evolving Security Threats
COLM 2025Poster
23
Gating is Weighting: Understanding Gated Linear Attention through In-context Learning
ICLR 2025Rejected