Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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37 results for Parikshit Ram

Single-shot General Hyper-parameter Optimization for Federated Learning
- - Yi Zhou
  - Parikshit Ram
  - et al.
- 2023
- ICLR 2023
Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
- - Alex Gu
  - Songtao Lu
  - et al.
- 2023
- ICLR 2023
What Is Missing in IRM Training and Evaluation? Challenges and Solutions
- - Yihua Zhang
  - Pranay Sharma
  - et al.
- 2023
- ICLR 2023
Pipeline Combinators for Gradual AutoML
- - Guillaume Baudart
  - Martin Hirzel
  - et al.
- 2021
- NeurIPS 2021
An ADMM based framework for AutoML pipeline configuration
- - Sijia Liu
  - Parikshit Ram
  - et al.
- 2020
- AAAI 2020
End-to-end Differentiable Clustering with Associative Memories
- - Bishwajit Saha
  - Dmitry Krotov
  - et al.
- 2023
- ICML 2023
xCloudServing: Automated and Optimized ML Serving across Clouds
- - Gosia Lazuka
  - Andreea Simona Anghel
  - et al.
- 2023
- CLOUD 2023
Advancing Model Pruning via Bi-level Optimization
- - Yihua Zhang
  - Yuguang Yao
  - et al.
- 2022
- NeurIPS 2022
Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations
- - Pu Zhao
  - Parikshit Ram
  - et al.
- 2022
- IJCAI 2022
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies
- - Parikshit Ram
  - Kaushik Sinha
- 2022
- AAAI 2022