Picture for Daniel Hsu

Daniel Hsu

Microsoft Research

Survey on Algorithms for multi-index models

Add code
Apr 07, 2025
Viaarxiv icon

Learning Gaussian Multi-Index Models with Gradient Flow: Time Complexity and Directional Convergence

Add code
Nov 13, 2024
Viaarxiv icon

Interactive Machine Teaching by Labeling Rules and Instances

Add code
Sep 08, 2024
Viaarxiv icon

One-layer transformers fail to solve the induction heads task

Add code
Aug 26, 2024
Viaarxiv icon

Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot

Add code
Jun 11, 2024
Figure 1 for Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot
Figure 2 for Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot
Figure 3 for Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot
Figure 4 for Transformers Provably Learn Sparse Token Selection While Fully-Connected Nets Cannot
Viaarxiv icon

Group-wise oracle-efficient algorithms for online multi-group learning

Add code
Jun 07, 2024
Viaarxiv icon

Seasonality Patterns in 311-Reported Foodborne Illness Cases and Machine Learning-Identified Indications of Foodborne Illnesses from Yelp Reviews, New York City, 2022-2023

Add code
May 09, 2024
Viaarxiv icon

Transformers, parallel computation, and logarithmic depth

Add code
Feb 14, 2024
Viaarxiv icon

Multi-group Learning for Hierarchical Groups

Add code
Feb 01, 2024
Figure 1 for Multi-group Learning for Hierarchical Groups
Figure 2 for Multi-group Learning for Hierarchical Groups
Figure 3 for Multi-group Learning for Hierarchical Groups
Figure 4 for Multi-group Learning for Hierarchical Groups
Viaarxiv icon

Polynomial time auditing of statistical subgroup fairness for Gaussian data

Add code
Jan 27, 2024
Figure 1 for Polynomial time auditing of statistical subgroup fairness for Gaussian data
Viaarxiv icon