xCloudServing: Automated ML Serving Across Clouds
- Malgorzata Lazuka
- Andreea Anghel
- et al.
- 2023
- CLOUD 2023
Publications
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48 results for Parikshit Ram
Advancing Model Pruning via Bi-level Optimization
- Yihua Zhang
- Yuguang Yao
- et al.
- 2022
- NeurIPS 2022
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies
- Parikshit Ram
- Kaushik Sinha
- 2022
- AAAI 2022
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
- Akihiro Kishimoto
- Djallel Bouneffouf
- et al.
- 2022
- AAAI 2022
Searching for Machine Learning Pipelines Using a Context-Free Grammar
- Radu Marinescu
- Akihiro Kishimoto
- et al.
- 2021
- AAAI 2021
Effective Data Distillation for Tabular Datasets
- Inwon Kang
- Parikshit Ram
- et al.
- 2024
- AAAI 2024
Nonconvex Min-Max Bilevel Optimization for Task Robust Meta Learning
- Alex Gu
- Songtao Lu
- et al.
- 2021
- ICML 2021
Engineering Fair Machine Learning Pipelines
- Martin Hirzel
- Kiran Kate
- et al.
- 2021
- ICLR 2021
Deep Clustering with Associative Memories
- Bishwajit Saha
- Dmitry Krotov
- et al.
- 2024
- NeurIPS 2024
An Empirical Study of Modular Bias Mitigators and Ensembles
- Michael Feffer
- Martin Hirzel
- et al.
- 2022
- ICML 2022