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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Year

28 results for Parikshit Ram

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
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
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
- - Akihiro Kishimoto
  - Djallel Bouneffouf
  - et al.
- 2022
- AAAI 2022
Fruit-fly Inspired Neighborhood Encoding for Classification
- - Kaushik Sinha
  - Parikshit Ram
- 2021
- KDD 2021
Searching for Machine Learning Pipelines Using a Context-Free Grammar
- - Radu Marinescu
  - Akihiro Kishimoto
  - et al.
- 2021
- AAAI 2021
Revisiting kd-tree for nearest neighbor search
- - Parikshit Ram
  - Kaushik Sinha
- 2019
- KDD 2019
Robust Multi-objective Bilevel Optimization With Applications In Machine Learning
- - Alex Gu
  - Songtao Lu
  - et al.
- 2022
- INFORMS 2022