# Mehrdad Mahdavi

According to our database

Collaborative distances:

^{1}, Mehrdad Mahdavi authored at least 62 papers between 2008 and 2021.Collaborative distances:

## Timeline

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#### On csauthors.net:

## Bibliography

2021

CoRR, 2021

CoRR, 2021

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Local Stochastic Gradient Descent Ascent: Convergence Analysis and Communication Efficiency.

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Guiding Conventional Protein-Ligand Docking Software with Convolutional Neural Networks.

J. Chem. Inf. Model., 2020

CoRR, 2020

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks.

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

CoRR, 2019

CoRR, 2019

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Proceedings of the IEEE International Symposium on Information Theory, 2019

Mixed Precision Quantization Scheme for Re-configurable ReRAM Crossbars Targeting Different Energy Harvesting Scenarios.

Proceedings of the Internet of Things. A Confluence of Many Disciplines, 2019

Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization.

Proceedings of the 36th International Conference on Machine Learning, 2019

2017

CoRR, 2017

Sketching Meets Random Projection in the Dual: A Provable Recovery Algorithm for Big and High-dimensional Data.

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Mach. Learn., 2015

CoRR, 2015

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Lower and Upper Bounds on the Generalization of Stochastic Exponentially Concave Optimization.

Proceedings of The 28th Conference on Learning Theory, 2015

2014

Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation.

ACM Trans. Inf. Syst., 2014

IEEE Trans. Inf. Theory, 2014

Mach. Learn., 2014

CoRR, 2014

Exploiting Smoothness in Statistical Learning, Sequential Prediction, and Stochastic Optimization.

CoRR, 2014

CoRR, 2014

CoRR, 2014

2013

IEEE Trans. Inf. Theory, 2013

Inf. Sci., 2013

CoRR, 2013

MixedGrad: An O(1/T) Convergence Rate Algorithm for Stochastic Smooth Optimization.

CoRR, 2013

CoRR, 2013

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Proceedings of the COLT 2013, 2013

Proceedings of the COLT 2013, 2013

2012

Trading regret for efficiency: online convex optimization with long term constraints.

J. Mach. Learn. Res., 2012

Proceedings of the COLT 2012, 2012

CoRR, 2012

CoRR, 2012

CoRR, 2012

CoRR, 2012

Nyström Method vs Random Fourier Features: A Theoretical and Empirical Comparison.

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Proceedings of the 29th International Conference on Machine Learning, 2012

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

CoRR, 2011

Improved Bound for the Nystrom's Method and its Application to Kernel Classification

CoRR, 2011

2010

Proceedings of the Recent Advances In Harmony Search Algorithm, 2010

2009

Data Min. Knowl. Discov., 2009

2008

Harmony search based algorithms for bandwidth-delay-constrained least-cost multicast routing.

Comput. Commun., 2008

Appl. Math. Comput., 2008

Appl. Math. Comput., 2008

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008