Rhea Sanjay Sukthanker

According to our database, Rhea Sanjay Sukthanker authored at least 15 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Where to Begin: Efficient Pretraining via Subnetwork Selection and Distillation.

Arjun Krishnakumar, Rhea Sanjay Sukthanker, Hannan Javed Mahadik, Gabriela Kadlecová, Vladyslav Moroshan, Timur Carstensen, Frank Hutter, Aaron Klein

CoRR, October, 2025

Multi-objective Differentiable Neural Architecture Search.

Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Samuel Dooley, Josif Grabocka, Frank Hutter

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

LLM Compression with Neural Architecture Search.

Rhea Sanjay Sukthanker, Benedikt Staffler, Frank Hutter, Aaron Klein

CoRR, 2024

HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models.

Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Jörg K. H. Franke, Frank Hutter

CoRR, 2024

HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models.

Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Aaron Klein, Lennart Purucker, Jörg K. H. Franke, Frank Hutter

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Weight-Entanglement Meets Gradient-Based Neural Architecture Search.

Rhea Sanjay Sukthanker, Arjun Krishnakumar, Mahmoud Safari, Frank Hutter

Proceedings of the International Conference on Automated Machine Learning, 2024

2023

Neural Architecture Search: Insights from 1000 Papers.

Colin White, Mahmoud Safari, Rhea Sanjay Sukthanker, Binxin Ru, Thomas Elsken, Arber Zela, Debadeepta Dey, Frank Hutter

CoRR, 2023

Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars.

Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sanjay Sukthanker, Thomas Brox, Frank Hutter

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition.

Samuel Dooley, Rhea Sanjay Sukthanker, John P. Dickerson, Colin White, Frank Hutter, Micah Goldblum

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Towards Discovering Neural Architectures from Scratch.

Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sanjay Sukthanker, Thomas Brox, Frank Hutter

CoRR, 2022

On the Importance of Architectures and Hyperparameters for Fairness in Face Recognition.

Rhea Sanjay Sukthanker, Samuel Dooley, John P. Dickerson, Colin White, Frank Hutter, Micah Goldblum

CoRR, 2022

Generative Flows with Invertible Attentions.

Rhea Sanjay Sukthanker, Zhiwu Huang, Suryansh Kumar, Radu Timofte, Luc Van Gool

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Trilevel Neural Architecture Search for Efficient Single Image Super-Resolution.

Yan Wu, Zhiwu Huang, Suryansh Kumar, Rhea Sanjay Sukthanker, Radu Timofte, Luc Van Gool

CoRR, 2021

AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale.

Nicholas Roberts, Samuel Guo, Cong Xu, Ameet Talwalkar, David Lander, Lvfang Tao, Linhang Cai, Shuaicheng Niu, Jianyu Heng, Hongyang Qin, Minwen Deng, Johannes Hog, Alexander Pfefferle, Sushil Ammanaghatta Shivakumar, Arjun Krishnakumar, Yubo Wang, Rhea Sanjay Sukthanker, Frank Hutter, Euxhen Hasanaj, Tien-Dung Le, Mikhail Khodak, Yuriy Nevmyvaka, Kashif Rasul, Frederic Sala, Anderson Schneider, Junhong Shen, Evan Randall Sparks

Proceedings of the NeurIPS 2022 Competition Track, 2021

Neural Architecture Search of SPD Manifold Networks.

Rhea Sanjay Sukthanker, Zhiwu Huang, Suryansh Kumar, Erik Goron Endsjo, Yan Wu, Luc Van Gool

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021