Nikos Karampatziakis
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
7
Active years
2011–2024
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICLR | LoftQ: LoRA-Fine-Tuning-aware Quantization for Large Language Models. | Yixiao Li, Yifan Yu, Chen Liang, Nikos Karampatziakis, Pengcheng He, Weizhu Chen, Tuo Zhao |
| 2021 | ICML | Off-Policy Confidence Sequences. | Nikos Karampatziakis, Paul Mineiro, Aaditya Ramdas |
| 2021 | KDD | Contextual Bandit Applications in a Customer Support Bot. | Sandra Sajeev, Jade Huang, Nikos Karampatziakis, Matthew Hall, Sebastian Kochman, Weizhu Chen |
| 2019 | CIKM | Active Entity Recognition in Low Resource Settings. | Ning Gao, Nikos Karampatziakis, Rahul Potharaju, Silviu Cucerzan |
| 2017 | ICML | Logarithmic Time One-Against-Some. | Hal Daum III, Nikos Karampatziakis, John Langford, Paul Mineiro |
| 2017 | ICML | Gradient Coding: Avoiding Stragglers in Distributed Learning. | Rashish Tandon, Qi Lei, Alexandros G. Dimakis, Nikos Karampatziakis |
| 2014 | ICML | Least Squares Revisited: Scalable Approaches for Multi-class Prediction. | Alekh Agarwal, Sham M. Kakade, Nikos Karampatziakis, Le Song, Gregory Valiant |
| 2014 | ICML | Discriminative Features via Generalized Eigenvectors. | Nikos Karampatziakis, Paul Mineiro |
| 2014 | SDM | Online Discovery of Group Level Events in Time Series. | Xi C. Chen, Abdullah Mueen, Vijay K. Narayanan, Nikos Karampatziakis, Gagan Bansal, Vipin Kumar |
| 2013 | ICML | Loss-Proportional Subsampling for Subsequent ERM. | Paul Mineiro, Nikos Karampatziakis |
| 2012 | DIMVA | Using File Relationships in Malware Classification. | Nikos Karampatziakis, Jack W. Stokes, Anil Thomas, Mady Marinescu |
| 2011 | UAI | Efficient Optimal Learning for Contextual Bandits. | Miroslav Dudk, Daniel J. Hsu, Satyen Kale, Nikos Karampatziakis, John Langford, Lev Reyzin, Tong Zhang |
| 2011 | UAI | Online Importance Weight Aware Updates. | Nikos Karampatziakis, John Langford |