Soham De

According to our database1, Soham De authored at least 24 papers between 2011 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
The Impact of Neural Network Overparameterization on Gradient Confusion and Stochastic Gradient Descent.
CoRR, 2019

2018
Fast optimization methods for machine learning, and game-theoretic models of cultural evolution.
PhD thesis, 2018

Convergence guarantees for RMSProp and ADAM in non-convex optimization and their comparison to Nesterov acceleration on autoencoders.
CoRR, 2018

Tipping Points for Norm Change in Human Cultures.
CoRR, 2018

Tipping Points for Norm Change in Human Cultures.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2018

2017
Training Quantized Nets: A Deeper Understanding.
CoRR, 2017

Understanding Norm Change: An Evolutionary Game-Theoretic Approach (Extended Version).
CoRR, 2017

Son of Zorn's Lemma: Targeted Style Transfer Using Instance-aware Semantic Segmentation.
CoRR, 2017

Training Quantized Nets: A Deeper Understanding.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Son of Zorn's lemma: Targeted style transfer using instance-aware semantic segmentation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Understanding Norm Change: An Evolutionary Game-Theoretic Approach.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

Automated Inference with Adaptive Batches.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Big Batch SGD: Automated Inference using Adaptive Batch Sizes.
CoRR, 2016

Using Game Theory to Study the Evolution of Cultural Norms.
CoRR, 2016

An Empirical Study of ADMM for Nonconvex Problems.
CoRR, 2016

Efficient Distributed SGD with Variance Reduction.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

resMBS: Constructing a Financial Supply Chain from Prospectus.
Proceedings of the Second International Workshop on Data Science for Macro-Modeling, 2016

2015
Layer-Specific Adaptive Learning Rates for Deep Networks.
CoRR, 2015

Scaling Up Distributed Stochastic Gradient Descent Using Variance Reduction.
CoRR, 2015

Variance Reduction for Distributed Stochastic Gradient Descent.
CoRR, 2015

Plagiarism Detection in Polyphonic Music using Monaural Signal Separation.
CoRR, 2015

Layer-Specific Adaptive Learning Rates for Deep Networks.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2012
Plagiarism Detection in Polyphonic Music using Monaural Signal Separation.
Proceedings of the INTERSPEECH 2012, 2012

2011
An improved fuzzy clustering method using modified Fukuyama-Sugeno cluster validity index.
Proceedings of the International Conference on Recent Trends in Information Systems, 2011


  Loading...