Stephan Sloth Lorenzen

According to our database, Stephan Sloth Lorenzen authored at least 8 papers between 2016 and 2023.

Collaborative distances:

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

2023

Online transfer learning with partial feedback.

Zhongfeng Kang, Mads Nielsen, Bo Yang, Lihui Deng, Stephan Sloth Lorenzen

Expert Syst. Appl., 2023

2022

Information Bottleneck: Exact Analysis of (Quantized) Neural Networks.

Stephan Sloth Lorenzen, Christian Igel, Mads Nielsen

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote.

Yi-Shan Wu, Andrés R. Masegosa, Stephan Sloth Lorenzen, Christian Igel, Yevgeny Seldin

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search (Extended Abstract).

Stephan Sloth Lorenzen, Ninh Pham

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search.

Stephan Sloth Lorenzen, Ninh Pham

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Second Order PAC-Bayesian Bounds for the Weighted Majority Vote.

Andrés R. Masegosa, Stephan Sloth Lorenzen, Christian Igel, Yevgeny Seldin

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

2019

On PAC-Bayesian bounds for random forests.

Stephan Sloth Lorenzen, Christian Igel, Yevgeny Seldin

Mach. Learn., 2019

2016

Steiner Tree Heuristic in the Euclidean d-Space Using Bottleneck Distances.

Stephan Sloth Lorenzen, Pawel Winter

Proceedings of the Experimental Algorithms - 15th International Symposium, 2016