Peter Halmos

PhD student, Princeton University

Joined

February 2024

Names

Peter Halmos (Preferred)

Emails

****@princeton.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Princeton University (princeton.edu)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Benjamin Raphael

Present

Expertise

optimal transport

,

dynamical systems

,

computational biology

Present

Publications

Transport Clustering: Solving Low-Rank Optimal Transport via Clustering
Henri Schmidt, Peter Halmos, Benjamin Raphael
- Submitted to ICLR 2026
- Readers: Everyone
Hierarchical Refinement: Optimal Transport to Infinity and Beyond
Peter Halmos, Julian Gold, Xinhao Liu, Benjamin J. Raphael
- CoRR 2025
- Readers: Everyone
Hierarchical Refinement: Optimal Transport to Infinity and Beyond
Peter Halmos, Julian Gold, Xinhao Liu, Benjamin Raphael
- ICML 2025 oral
- Readers: Everyone
Learning Latent Trajectories in Developmental Time Series with Hidden-Markov Optimal Transport
Peter Halmos, Julian Gold, Xinhao Liu, Benjamin J. Raphael
- RECOMB 2025
- Readers: Everyone
Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling
Peter Halmos, Xinhao Liu, Julian Gold, Benjamin Raphael
- NeurIPS 2024 poster
- Readers: Everyone
Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling
Peter Halmos, Xinhao Liu, Julian Gold, Benjamin J. Raphael
- CoRR 2024
- Readers: Everyone
DeST-OT: Alignment of Spatiotemporal Transcriptomics Data
Peter Halmos, Xinhao Liu, Julian Gold, Feng Chen, Li Ding, Benjamin J. Raphael
- RECOMB 2024
- Readers: Everyone
System Identification for Continuous-time Linear Dynamical Systems
Peter Halmos, Jonathan W. Pillow, David A. Knowles
- CoRR 2023
- Readers: Everyone

Co-Authors