Kirill Struminsky

According to our database, Kirill Struminsky authored at least 9 papers between 2016 and 2024.

Collaborative distances:

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

2024

Differentiable Rendering with Reparameterized Volume Sampling.

Nikita Morozov, Denis Rakitin, Oleg Desheulin, Dmitry P. Vetrov, Kirill Struminsky

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2021

Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces.

Kirill Struminsky, Artyom Gadetsky, Denis Rakitin, Danil Karpushkin, Dmitry P. Vetrov

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

2020

Low-Variance Black-Box Gradient Estimates for the Plackett-Luce Distribution.

Artyom Gadetsky, Kirill Struminsky, Christopher Robinson, Novi Quadrianto, Dmitry P. Vetrov

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

The Deep Weight Prior.

Andrei Atanov, Arsenii Ashukha, Kirill Struminsky, Dmitry P. Vetrov, Max Welling

Proceedings of the 7th International Conference on Learning Representations, 2019

A Simple Method to Evaluate Support Size and Non-uniformity of a Decoder-Based Generative Model.

Kirill Struminsky, Dmitry P. Vetrov

Proceedings of the Analysis of Images, Social Networks and Texts, 2019

2018

The Deep Weight Prior. Modeling a prior distribution for CNNs using generative models.

Andrei Atanov, Arsenii Ashukha, Kirill Struminsky, Dmitry P. Vetrov, Max Welling

CoRR, 2018

Quantifying Learning Guarantees for Convex but Inconsistent Surrogates.

Kirill Struminsky, Simon Lacoste-Julien, Anton Osokin

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2016

Robust Variational Inference.

Michael Figurnov, Kirill Struminsky, Dmitry P. Vetrov

CoRR, 2016

A new approach for sparse Bayesian channel estimation in SCMA uplink systems.

Kirill Struminsky, Stanislav Kruglik, Dmitry P. Vetrov, Ivan V. Oseledets

Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016