EB
Eugene Brevdo
cs.LGcs.AIcs.PLstat.MLcs.CLcs.CVcs.DCmath.CAphysics.data-ancs.AR
On Valency
published · living versionsW_snpkpxfk·v1 · currentpublished
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
with Martín Abadi, Ashish Agarwal, Paul Barham, Zhifeng Chen +35
1 version
Preprints & journals
15 papers in the corpus · 2011–2024The Synchrosqueezing algorithm for time-varying spectral analysis: robustness properties and new paleoclimate applications1105.0010v3 · Gaurav Thakur, Eugene Brevdo, Neven S. Fuckar et al.2011 · 533 citationsSignal Processing 93:1079-1094, 2013
GPT-4o System Card2410.21276v1 · OpenAI: Aaron Hurst, Adam Lerer, Adam P. Goucher et al.2024 · 165 citationsarXiv
The Next 700 ML-Enabled Compiler Optimizations2311.10800v1 · S. VenkataKeerthy, Siddharth Jain, Umesh Kalvakuntla et al.2023 · 4 citationsarXiv
Kepler: Robust Learning for Faster Parametric Query Optimization2306.06798v2 · Lyric Doshi, Vincent Zhuang, Gaurav Jain et al.2023 · 35 citationsarXiv
Differentiable Architecture Search for Reinforcement Learning2106.02229v4 · Yingjie Miao, Xingyou Song, John D. Co-Reyes et al.2021 · 0 citationsarXiv
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules2112.04041v1 · Xinfeng Xie, Prakash Prabhu, Ulysse Beaugnon et al.2021 · 3 citationsarXiv
Efficient Representations of Signals in Nonlinear Signal Processing with Applications to Inverse Problems2109.09625v1 · Eugene Brevdo2021 · 3 citationsarXiv
Reverb: A Framework For Experience Replay2102.04736v1 · Albin Cassirer, Gabriel Barth-Maron, Eugene Brevdo et al.2021 · 5 citationsarXiv
MLGO: a Machine Learning Guided Compiler Optimizations Framework2101.04808v1 · Mircea Trofin, Yundi Qian, Eugene Brevdo et al.2021 · 32 citationsarXiv
Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion1807.01675v2 · Jacob Buckman, Danijar Hafner, George Tucker et al.2018 · 155 citationsAdvances in Neural Information Processing Systems, 2019 (pp. 8224-8234)
Tensor2Tensor for Neural Machine Translation1803.07416v1 · Ashish Vaswani, Samy Bengio, Eugene Brevdo et al.2018 · 14 citationsarXiv
TensorFlow Distributions1711.10604v1 · Joshua V. Dillon, Ian Langmore, Dustin Tran et al.2017 · 242 citationsarXiv
Deep Probabilistic Programming1701.03757v2 · Dustin Tran, Matthew D. Hoffman, Rif A. Saurous et al.2017 · 110 citationsarXiv
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems1603.04467v2 · Mart'in Abadi, Ashish Agarwal, Paul Barham et al.2016 · 9,713 citationsarXivon Valency
Wavelets and wavelet-like transforms on the sphere and their application to geophysical data inversion1109.1718v1 · Frederik J. Simons, Ignace Loris, Eugene Brevdo et al.2011 · 29 citationsarXiv
Career total: 25 works. 15 are in this corpus.
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