Nikos Karampatziakis

Researcher, Microsoft

Joined

September 2016

Names

Nikos Karampatziakis (Preferred)

Emails

****@microsoft.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

Career & Education History

Researcher

Microsoft (microsoft.com)

2012 – Present

PhD student

Department of Computer Science, Cornell University (cs.cornell.edu)

2006 – 2012

Advisors, Relations & Conflicts

Coauthor

Paul Mineiro

2012 – Present

Coworker

Adith Swaminathan

2011 – Present

Coauthor

John Langford

2010 – Present

Expertise

No areas of expertise listed

Publications

Active, anytime-valid risk controlling prediction sets
Ziyu Xu, Nikos Karampatziakis, Paul Mineiro
- NeurIPS 2024 poster
- Readers: Everyone
HART: Efficient Adaptation via Regularized Autoregressive Parameter Generation
Chen Liang, Nikos Karampatziakis, Tuo Zhao, Weizhu Chen
- R0-FoMo Poster
- Readers: Everyone
HART: Efficient Adaptation via Regularized Autoregressive Parameter Generation
Chen Liang, Nikos Karampatziakis, Tuo Zhao, Weizhu Chen
- Submitted to ICLR 2024
- Readers: Everyone
LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models
Yixiao Li, Yifan Yu, Chen Liang, Nikos Karampatziakis, Pengcheng He, Weizhu Chen, Tuo Zhao
- ICLR 2024 oral
- Readers: Everyone
Meet in the Middle: A New Pre-training Paradigm
Anh Tuan Nguyen, Nikos Karampatziakis, Weizhu Chen
- NeurIPS 2023 poster
- Readers: Everyone
Logarithmic Time One-Against-Some
Hal Daumé III, Nikos Karampatziakis, John Langford, Paul Mineiro
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone
Gradient Coding: Avoiding Stragglers in Distributed Learning
Rashish Tandon, Qi Lei, Alexandros G. Dimakis, Nikos Karampatziakis
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone
Discriminative Features via Generalized Eigenvectors
Nikos Karampatziakis, Paul Mineiro
- 2014 (modified: 11 Nov 2022)
- ICML 2014
- Readers: Everyone
Least Squares Revisited: Scalable Approaches for Multi-class Prediction
Alekh Agarwal, Sham M. Kakade, Nikos Karampatziakis, Le Song, Gregory Valiant
- 2014 (modified: 11 Nov 2022)
- ICML 2014
- Readers: Everyone
Loss-Proportional Subsampling for Subsequent ERM
Paul Mineiro, Nikos Karampatziakis
- 2013 (modified: 11 Nov 2022)
- ICML (3) 2013
- Readers: Everyone

View all 11 publications