Philip Sosnin

According to our database, Philip Sosnin authored at least 4 papers between 2024 and 2025.

Collaborative distances:

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

2025

Certified Robustness to Data Poisoning in Gradient-Based Training.

Philip Sosnin, Mark Niklas Müller, Maximilian Baader, Calvin Tsay, Matthew Wicker

Trans. Mach. Learn. Res., 2025

Certification for Differentially Private Prediction in Gradient-Based Training.

Matthew Wicker, Philip Sosnin, Igor Shilov, Adrianna Janik, Mark Niklas Müller, Yves-Alexandre de Montjoye, Adrian Weller, Calvin Tsay

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Certificates of Differential Privacy and Unlearning for Gradient-Based Training.

Matthew Wicker, Philip Sosnin, Adrianna Janik, Mark Niklas Müller, Adrian Weller, Calvin Tsay

CoRR, 2024

Scaling Mixed-Integer Programming for Certification of Neural Network Controllers Using Bounds Tightening.

Philip Sosnin, Calvin Tsay

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024