|
Poster
|
Wed 11:00
|
Statistical-Computational Trade-offs for Density Estimation
Anders Aamand · Alexandr Andoni · Justin Chen · Piotr Indyk · Shyam Narayanan · Sandeep Silwal · Haike Xu
|
|
|
Workshop
|
Sat 11:00
|
Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model
Siyu Chen · Beining Wu · Miao Lu · Zhuoran Yang · Tianhao Wang
|
|
|
Workshop
|
|
Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model
Siyu Chen · Beining Wu · Miao Lu · Zhuoran Yang · Tianhao Wang
|
|
|
Affinity Event
|
|
Determining Treatment Disparities across Multiple Healthcare Datasets via Statistical Analysis
Purity Mugambi · Joohyun Chung · Rae Walker · Michael Sherman · Stephanie Carreiro · Madalina Fiterau
|
|
|
Poster
|
Wed 11:00
|
On the Saturation Effects of Spectral Algorithms in Large Dimensions
Weihao Lu · haobo Zhang · Yicheng Li · Qian Lin
|
|
|
Poster
|
|
Combining Statistical Depth and Fermat Distance for Uncertainty Quantification
Hai Vy Nguyen · Fabrice Gamboa · Reda CHHAIBI · Sixin Zhang · Serge Gratton · Thierry Giaccone
|
|
|
Poster
|
Wed 16:30
|
Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
Zih-Syuan Huang · Ching-pei Lee
|
|
|
Poster
|
Wed 11:00
|
Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD
Aniket Das · Dheeraj Nagaraj · Soumyabrata Pal · Arun Suggala · Prateek Varshney
|
|
|
Poster
|
Thu 11:00
|
Community Detection Guarantees using Embeddings Learned by Node2Vec
Andrew Davison · S. Carlyle Morgan · Owen G. Ward
|
|
|
Poster
|
Fri 11:00
|
Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits
Shuai Liu · Alex Ayoub · Flore Sentenac · Xiaoqi Tan · Csaba Szepesvari
|
|
|
Poster
|
Fri 16:30
|
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers
Lorenzo Tiberi · Francesca Mignacco · Kazuki Irie · Haim Sompolinsky
|
|
|
Poster
|
Thu 11:00
|
Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency
Yiran Liu · Ke Yang · Zehan Qi · Xiao Liu · Yang Yu · Cheng Xiang Zhai
|
|
