Renbo Tu

16 papers A* 4Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
BHCast: Unlocking Black Hole Plasma Dynamics from a Single Blurry Image with Long-Term Forecasting.
CoRR
Renbo Tu, Ali SaraerToosi, Nicholas S. Conroy, Gennady Pekhimenko, Aviad Levis
2025 J jnl
DPQuant: Efficient and Differentially-Private Model Training via Dynamic Quantization Scheduling.
CoRR
Yubo Gao, Renbo Tu, Gennady Pekhimenko, Nandita Vijaykumar
2025 J jnl
Neural Dynamic Modes: Computational Imaging of Dynamical Systems from Sparse Observations.
CoRR
Ali SaraerToosi, Renbo Tu, Kamyar Azizzadenesheli, Aviad Levis
2025 J jnl
Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes.
CoRR
Mayuka Jayawardhana, Renbo Tu, Samuel Dooley, Valeriia Cherepanova, Andrew Gordon Wilson, Frank Hutter, Colin White, Tom Goldstein, Micah Goldblum
2024 A* conf
Guaranteed Approximation Bounds for Mixed-Precision Neural Operators.
ICLR
Renbo Tu, Colin White, Jean Kossaifi, Boris Bonev, Gennady Pekhimenko, Kamyar Azizzadenesheli, Anima Anandkumar
2024 — conf
Proteus: Preserving Model Confidentiality during Graph Optimizations.
MLSys
Yubo Gao, Maryam Haghifam, Christina Giannoula, Renbo Tu, Gennady Pekhimenko, Nandita Vijaykumar
2024 J jnl
Proteus: Preserving Model Confidentiality during Graph Optimizations.
CoRR
Yubo Gao, Maryam Haghifam, Christina Giannoula, Renbo Tu, Gennady Pekhimenko, Nandita Vijaykumar
2023 J jnl
Speeding up Fourier Neural Operators via Mixed Precision.
CoRR
Colin White, Renbo Tu, Jean Kossaifi, Gennady Pekhimenko, Kamyar Azizzadenesheli, Anima Anandkumar
2022 J jnl
AutoML for Climate Change: A Call to Action.
CoRR
Renbo Tu, Nicholas Roberts, Vishak Prasad, Sibasis Nayak, Paarth Jain, Frederic Sala, Ganesh Ramakrishnan, Ameet Talwalkar, Willie Neiswanger, Colin White
2022 A* conf
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks.
NeurIPS
Renbo Tu, Nicholas Roberts, Mikhail Khodak, Junhong Shen, Frederic Sala, Ameet Talwalkar
2022 A* conf
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies.
NeurIPS
Arjun Krishnakumar, Colin White, Arber Zela, Renbo Tu, Mahmoud Safari, Frank Hutter
2022 J jnl
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies.
CoRR
Arjun Krishnakumar, Colin White, Arber Zela, Renbo Tu, Mahmoud Safari, Frank Hutter
2021 A* conf
Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing.
NeurIPS
Mikhail Khodak, Renbo Tu, Tian Li, Liam Li, Maria-Florina Balcan, Virginia Smith, Ameet Talwalkar
2021 J jnl
Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing.
CoRR
Mikhail Khodak, Renbo Tu, Tian Li, Liam Li, Maria-Florina Balcan, Virginia Smith, Ameet Talwalkar
2021 J jnl
NAS-Bench-360: Benchmarking Diverse Tasks for Neural Architecture Search.
CoRR
Renbo Tu, Mikhail Khodak, Nicholas Roberts, Ameet Talwalkar
2018 J jnl
Towards Deeper Generative Architectures for GANs using Dense connections.
CoRR
Samarth Tripathi, Renbo Tu