Mathematics - Microsoft Research

Publication

Beyond Expert Rankings: Contrast Calibration for Mixed-Precision MoE Quantization

Renjie Xie, Juncheng Yang, Aoting Hu, Ya Liang, Mingxing Zhang, Zheheng Hong, Wei Xu, Yanzhi Chen, Yanzhi Chen

October 2026

arXiv | October 2026

Publication

Aggregated Column Generation for Two-Stage Stochastic Mixed-Integer Programs

Harshit Kothari, James R. Luedtke, Luke Marshall

October 2026

arXiv | October 2026

Publication

Universal Bounds for Self-Normalized Kullback-Leibler Estimation

Buu Phan, Lester Mackey, David Alvarez-Melis

October 2026

arXiv | October 2026

Publication

Rare Gate Disagreements Can Limit Plasticity: When Gradient Flow Mispredicts Finite-Batch SGD

Ruoyu Zhao, Mingxuan Zhang, Jianbo Dai, Jiaqi Wu, Chenyu Zhu, Tong Che

October 2026

arXiv | October 2026

Publication

Training Language Models To Be Coherent Decision-Makers

K. Yamin, Xavier Fernandes, Paul Koch, Bryan Wilder, Eric Horvitz

October 2026

arXiv | October 2026

Publication

Improved Sublinear Algorithms for Maximal Independent Set and Metric Steiner Forest

Sepideh Mahabadi, Jakub Tarnawski

October 2026

arXiv | October 2026

Publication

Optimal Convergence of Iterative Methods for Datalogo

Simon Frisk, Sungjin Im, Paraschos Koutris, Benjamin Moseley, Hung Q. Ngo, K. Pruhs, Hangdong Zhao

October 2026

arXiv | October 2026

Publication

Get a GRIP, this will be a long TRIP: A Quantifiable Long-Range Framework for Verifying Over-squashing

Ferran Hernandez Caralt, Simon Heilig, A. Bazaga, Asja Fischer, Moshe Eliasof, Pietro Liò

NeurIPS 2026 | October 2026

Publication

An O(4log∗n) Bound for the KLS Constant

Zhao Song, Xinzhi Zhang

September 2026

arXiv | September 2026

Publication

Diameter and radius of an additive-multiplicative graph

Yi Hu, Nan Yang

September 2026

arXiv | September 2026