Mikhail Kuznetsov

Researcher, Amazon

Joined

July 2019

Names

Mikhail Kuznetsov

Emails

****@verizonmedia.com (Confirmed)

****@phystech.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

2022 – Present

Researcher

Yahoo (verizonmedia.com)

2017 – 2021

PhD student

Moscow Institute of Physics and Technology (phystech.edu)

2013 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Vadim Strijov

2011 – 2016

Expertise

machine learning

2011 – Present

Publications

Distributionally robust self-supervised learning for tabular data
Shantanu Ghosh, Tiankang Xie, Mikhail Kuznetsov
- TRL @ NeurIPS 2024 Poster
- Readers: Everyone
Salient Object-Aware Background Generation using Text-Guided Diffusion Models
Amir Erfan Eshratifar, Joao V. B. Soares, Kapil Thadani, Shaunak Mishra, Mikhail Kuznetsov, Yueh-Ning Ku, Paloma de Juan
- CoRR 2024
- Readers: Everyone
Staging E-Commerce Products for Online Advertising using Retrieval Assisted Image Generation
Yueh-Ning Ku, Mikhail Kuznetsov, Shaunak Mishra, Paloma de Juan
- AdKDD@KDD 2023
- Readers: Everyone
VisualTextRank: Unsupervised Graph-based Content Extraction for Automating Ad Text to Image Search
Shaunak Mishra, Mikhail Kuznetsov, Gaurav Srivastava, Maxim Sviridenko
- Published: 01 Jan 2021, Last Modified: 01 May 2023
- KDD 2021
- Readers: Everyone
Probabilistic Label Trees for Extreme Multi-label Classification
Kalina Jasinska-Kobus, Marek Wydmuch, Krzysztof Dembczynski, Mikhail Kuznetsov, Róbert Busa-Fekete
- 2020 (modified: 05 Nov 2022)
- CoRR 2020
- Readers: Everyone
On the computational complexity of the probabilistic label tree algorithms
Róbert Busa-Fekete, Krzysztof Dembczynski, Alexander Golovnev, Kalina Jasinska, Mikhail Kuznetsov, Maxim Sviridenko, Chao Xu
- 2019 (modified: 08 Nov 2022)
- CoRR 2019
- Readers: Everyone
A no-regret generalization of hierarchical softmax to extreme multi-label classification
Marek Wydmuch, Kalina Jasinska, Mikhail Kuznetsov, Róbert Busa-Fekete, Krzysztof Dembczynski
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone

Mikhail Kuznetsov

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Distributionally robust self-supervised learning for tabular data

Salient Object-Aware Background Generation using Text-Guided Diffusion Models

Staging E-Commerce Products for Online Advertising using Retrieval Assisted Image Generation

VisualTextRank: Unsupervised Graph-based Content Extraction for Automating Ad Text to Image Search

Probabilistic Label Trees for Extreme Multi-label Classification

On the computational complexity of the probabilistic label tree algorithms

A no-regret generalization of hierarchical softmax to extreme multi-label classification

Co-Authors