Igor Colin

According to our database1, Igor Colin authored at least 7 papers between 2015 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
Theoretical Limits of Pipeline Parallel Optimization and Application to Distributed Deep Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Parallel Contextual Bandits in Wireless Handover Optimization.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2016
Adapting machine learning methods to U-statistics. (Adaptation des méthodes d'apprentissage aux U-statistiques).
PhD thesis, 2016

Scaling-up Empirical Risk Minimization: Optimization of Incomplete $U$-statistics.
J. Mach. Learn. Res., 2016

Decentralized Topic Modelling with Latent Dirichlet Allocation.
CoRR, 2016

Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions.
Proceedings of the 33nd International Conference on Machine Learning, 2016

2015
Extending Gossip Algorithms to Distributed Estimation of U-statistics.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015


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