Andy Davis

Government Medical College — India

Computer Science · Physical Sciences

11h-index26.2kcitations19works0.02yr avg
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Research Topics

Parallel Computing and Optimization Techniques(6), Topic Modeling(4), Advanced Neural Network Applications(4), Natural Language Processing Techniques(3), Logic, programming, and type systems(2)

Publications19 total

Skin cancer classification and stage identification using deep learning
AIP conference proceedings·2025
On Training a Neural Network to Explain Binaries
arXiv (Cornell University)·2024Open Access
Overlap Communication with Dependent Computation via Decomposition in Large Deep Learning Models
2022· 47 citedOpen Access
Transformational machine learning: Learning how to learn from many related scientific problems
Proceedings of the National Academy of Sciences·2021· 35 citedOpen Access
Quantifying Acceptable Artefact Ranges for Dermatologic Classification Algorithms
Skin Health and Disease·2021· 5 citedOpen Access
MLIR: Scaling Compiler Infrastructure for Domain Specific Computation
2021· 460 cited
MLIR: A Compiler Infrastructure for the End of Moore's Law
arXiv (Cornell University)·2020· 120 citedOpen Access
Proceedings of the First Workshop on NLP for Conversational AI
2019· 6 citedOpen Access
Proceedings of the Workshop on Machine Reading for Question Answering
2018· 3 citedOpen Access
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
arXiv (Cornell University)·2017· 268 citedOpen Access
Proceedings of the First Workshop on Subword and Character Level Models in NLP
2017· 48 citedOpen Access
TensorFlow: a system for large-scale machine learning
Operating Systems Design and Implementation·2016· 6.3k cited
TensorFlow: A system for large-scale machine learning
arXiv (Cornell University)·2016· 8.8k citedOpen Access
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
arXiv (Cornell University)·2016· 9.7k citedOpen Access
What's in a Histogram? Deconstructing and Reconstructing Initial 26Al/27Al
M&PSA·2009
Forces in molecular recognition: Comparison of experimental data and molecular mechanics calculations
Journal of Computer-Aided Molecular Design·1988· 2 cited
Strategic approaches to drug design. II. Modelling studies on phosphodiesterase substrates and inhibitors
Journal of Computer-Aided Molecular Design·1987· 33 cited
Strategic approaches to drug design. I. An integrated software framework for molecular modelling
Journal of Computer-Aided Molecular Design·1987· 323 cited
HIGH SPEED ANALYSIS OF RELIABLE LIFE DATA USING COMPUTER INTERACTIVE GRAPHICS
1976Open Access

Frequent Co-authors

Martı́n Abadi(6), Paul Barham(6), Matthieu Devin(6), Sanjay Ghemawat(6), Geoffrey Irving(6), Michael Isard(6), Manjunath Kudlur(6), Josh Levenberg(6), Rajat Monga(6), Sherry Moore(6), Derek G. Murray(6), Benoit Steiner(6), Paul A. Tucker(6), Pete Warden(6), Zhifeng Chen(5), Ashish Agarwal(4), Eugene Brevdo(4), Ian Goodfellow(4), Andrew Harp(4), Yangqing Jia(4)