Renbo Tu

According to our database, Renbo Tu authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

2024

Proteus: Preserving Model Confidentiality during Graph Optimizations.

Yubo Gao, Maryam Haghifam, Christina Giannoula, Renbo Tu, Gennady Pekhimenko, Nandita Vijaykumar

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Guaranteed Approximation Bounds for Mixed-Precision Neural Operators.

Renbo Tu, Colin White, Jean Kossaifi, Boris Bonev, Gennady Pekhimenko, Kamyar Azizzadenesheli, Anima Anandkumar

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Speeding up Fourier Neural Operators via Mixed Precision.

Colin White, Renbo Tu, Jean Kossaifi, Gennady Pekhimenko, Kamyar Azizzadenesheli, Anima Anandkumar

CoRR, 2023

2022

AutoML for Climate Change: A Call to Action.

Renbo Tu, Nicholas Roberts, Vishak Prasad, Sibasis Nayak, Paarth Jain, Frederic Sala, Ganesh Ramakrishnan, Ameet Talwalkar, Willie Neiswanger, Colin White

CoRR, 2022

NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks.

Renbo Tu, Nicholas Roberts, Mikhail Khodak, Junhong Shen, Frederic Sala, Ameet Talwalkar

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies.

Arjun Krishnakumar, Colin White, Arber Zela, Renbo Tu, Mahmoud Safari, Frank Hutter

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

NAS-Bench-360: Benchmarking Diverse Tasks for Neural Architecture Search.

Renbo Tu, Mikhail Khodak, Nicholas Roberts, Ameet Talwalkar

CoRR, 2021

Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing.

Mikhail Khodak, Renbo Tu, Tian Li, Liam Li, Maria-Florina Balcan, Virginia Smith, Ameet Talwalkar

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2018

Towards Deeper Generative Architectures for GANs using Dense connections.

Samarth Tripathi, Renbo Tu

CoRR, 2018