Afshin Rostamizadeh
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
25
Venues
11
Active years
2007–2024
Best venue rank
A*
Where they publish
Papers
25 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICLR | DistillSpec: Improving Speculative Decoding via Knowledge Distillation. | Yongchao Zhou, Kaifeng Lyu, Ankit Singh Rawat, Aditya Krishna Menon, Afshin Rostamizadeh, Sanjiv Kumar, Jean-Franois Kagy, Rishabh Agarwal |
| 2023 | ICLR | Leveraging Importance Weights in Subset Selection. | Gui Citovsky, Giulia DeSalvo, Sanjiv Kumar, Srikumar Ramalingam, Afshin Rostamizadeh, Yunjuan Wang |
| 2022 | ICLR | Churn Reduction via Distillation. | Heinrich Jiang, Harikrishna Narasimhan, Dara Bahri, Andrew Cotter, Afshin Rostamizadeh |
| 2022 | KDD | Vexation-Aware Active Learning for On-Menu Restaurant Dish Availability. | Jean-Franois Kagy, Flip Korn, Afshin Rostamizadeh, Chris Welty |
| 2021 | ICLR | Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms. | Maruan Al-Shedivat, Jennifer Gillenwater, Eric P. Xing, Afshin Rostamizadeh |
| 2021 | ICML | Active Covering. | Heinrich Jiang, Afshin Rostamizadeh |
| 2020 | AISTATS | Understanding the Effects of Batching in Online Active Learning. | Kareem Amin, Corinna Cortes, Giulia DeSalvo, Afshin Rostamizadeh |
| 2019 | ICML | Categorical Feature Compression via Submodular Optimization. | MohammadHossein Bateni, Lin Chen, Hossein Esfandiari, Thomas Fu, Vahab S. Mirrokni, Afshin Rostamizadeh |
| 2019 | ICML | Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling. | Shanshan Wu, Alex Dimakis, Sujay Sanghavi, Felix X. Yu, Daniel Niels Holtmann-Rice, Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar |
| 2017 | ICLR | Hyperband: Bandit-Based Configuration Evaluation for Hyperparameter Optimization. | Lisha Li, Kevin Jamieson, Giulia DeSalvo, Afshin Rostamizadeh, Ameet Talwalkar |
| 2016 | ICML | Greedy Column Subset Selection: New Bounds and Distributed Algorithms. | Jason M. Altschuler, Aditya Bhaskara, Gang Fu, Vahab S. Mirrokni, Afshin Rostamizadeh, Morteza Zadimoghaddam |
| 2015 | AAAI | Scalable and Interpretable Data Representation for High-Dimensional, Complex Data. | Been Kim, Kayur Patel, Afshin Rostamizadeh, Julie A. Shah |
| 2015 | CIDR | Applying WebTables in Practice. | Sreeram Balakrishnan, Alon Y. Halevy, Boulos Harb, Hongrae Lee, Jayant Madhavan, Afshin Rostamizadeh, Warren Shen, Kenneth Wilder, Fei Wu, Cong Yu |
| 2015 | CIKM | An Optimal Online Algorithm For Retrieving Heavily Perturbed Statistical Databases In The Low-Dimensional Querying Model. | Krzysztof Marcin Choromanski, Afshin Rostamizadeh, Umar Syed |
| 2013 | ICML | Multi-Class Classification with Maximum Margin Multiple Kernel. | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh |
| 2011 | UAI | Ensembles of Kernel Predictors. | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh |
| 2011 | UAI | Learning with Missing Features. | Afshin Rostamizadeh, Alekh Agarwal, Peter L. Bartlett |
| 2010 | ICML | Two-Stage Learning Kernel Algorithms. | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh |
| 2010 | ICML | Generalization Bounds for Learning Kernels. | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh |
| 2010 | UAI | Matrix Coherence and the Nystrom Method. | Ameet Talwalkar, Afshin Rostamizadeh |
| 2009 | COLT | Domain Adaptation: Learning Bounds and Algorithms. | Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh |
| 2009 | UAI | L2 Regularization for Learning Kernels. | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh |
| 2009 | UAI | Multiple Source Adaptation and the Rnyi Divergence. | Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh |
| 2008 | ALT | Sample Selection Bias Correction Theory. | Corinna Cortes, Mehryar Mohri, Michael Riley, Afshin Rostamizadeh |
| 2007 | MOBIHOC | Balancing traffic load in wireless networks with curveball routing. | Lucian Popa, Afshin Rostamizadeh, Richard M. Karp, Christos H. Papadimitriou, Ion Stoica |