Sukthanker, Rhea Sanjay

11 publications

ICLR 2025 Multi-Objective Differentiable Neural Architecture Search Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Samuel Dooley, Josif Grabocka, Frank Hutter

NeurIPS 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

NeurIPSW 2024 Large Language Model Compression with Neural Architecture Search Rhea Sanjay Sukthanker, Benedikt Staffler, Frank Hutter, Aaron Klein

ICMLW 2024 Multi-Objective Differentiable Neural Architecture Search Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Samuel Dooley, Josif Grabocka, Frank Hutter

AutoML 2024 Weight-Entanglement Meets Gradient-Based Neural Architecture Search Rhea Sanjay Sukthanker, Arjun Krishnakumar, Mahmoud Safari, Frank Hutter

CVPR 2022 Generative Flows with Invertible Attentions Rhea Sanjay Sukthanker, Zhiwu Huang, Suryansh Kumar, Radu Timofte, Luc Van Gool

NeurIPSW 2022 GraViT-E: Gradient-Based Vision Transformer Search with Entangled Weights Rhea Sanjay Sukthanker, Arjun Krishnakumar, Sharat Patil, Frank Hutter

NeurIPSW 2022 On the Importance of Architectures and Hyperparameters for Fairness in Face Recognition Samuel Dooley, Rhea Sanjay Sukthanker, John P Dickerson, Colin White, Frank Hutter, Micah Goldblum

NeurIPSW 2022 On the Importance of Architectures and Hyperparameters for Fairness in Face Recognition Samuel Dooley, Rhea Sanjay Sukthanker, John P Dickerson, Colin White, Frank Hutter, Micah Goldblum

NeurIPSW 2022 Towards Discovering Neural Architectures from Scratch Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sanjay Sukthanker, Thomas Brox, Frank Hutter

IJCAI 2021 Neural Architecture Search of SPD Manifold Networks Rhea Sanjay Sukthanker, Zhiwu Huang, Suryansh Kumar, Erik Goron Endsjo, Yan Wu, Luc Van Gool