Guillaume Papa

According to our database, Guillaume Papa authored at least 6 papers between 2015 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Trade-Offs in Large-Scale Distributed Tuplewise Estimation And Learning.

Robin Vogel, Aurélien Bellet, Stéphan Clémençon, Ons Jelassi, Guillaume Papa

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2016

On Graph Reconstruction via Empirical Risk Minimization: Fast Learning Rates and Scalability.

Guillaume Papa, Aurélien Bellet, Stéphan Clémençon

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers.

Stéphan Clémençon, Patrice Bertail, Guillaume Papa

Proceedings of The 8th Asian Conference on Machine Learning, 2016

2015

SGD Algorithms based on Incomplete U-statistics: Large-Scale Minimization of Empirical Risk.

Guillaume Papa, Stéphan Clémençon, Aurélien Bellet

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

Scalability of Stochastic Gradient Descent based on "Smart" Sampling Techniques.

Stéphan Clémençon, Aurélien Bellet, Ons Jelassi, Guillaume Papa

Proceedings of the INNS Conference on Big Data 2015, 2015

Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent.

Guillaume Papa, Pascal Bianchi, Stéphan Clémençon

Proceedings of the Algorithmic Learning Theory - 26th International Conference, 2015