Konstantin Salomatin

According to our database, Konstantin Salomatin authored at least 9 papers between 2009 and 2022.

Collaborative distances:

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

2022

Efficient Vertex-Oriented Polytopic Projection for Web-Scale Applications.

Rohan Ramanath, S. Sathiya Keerthi, Yao Pan, Konstantin Salomatin, Kinjal Basu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Efficient Algorithms for Global Inference in Internet Marketplaces.

Rohan Ramanath, S. Sathiya Keerthi, Yao Pan, Konstantin Salomatin, Kinjal Basu

CoRR, 2021

Lambda Learner: Fast Incremental Learning on Data Streams.

Rohan Ramanath, Konstantin Salomatin, Jeffrey D. Gee, Kirill Talanine, Onkar Dalal, Gungor Polatkan, Sara Smoot, Deepak Kumar

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2019

Learning to be Relevant: Evolution of a Course Recommendation System.

Shivani Rao, Konstantin Salomatin, Gungor Polatkan, Mahesh Joshi, Sneha Chaudhari, Vladislav Tcheprasov, Jeffrey D. Gee, Deepak Kumar

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2013

Large-scale hierarchical optimization for online advertising and wind farm planning.

Konstantin Salomatin

PhD thesis, 2013

2012

A unified optimization framework for auction and guaranteed delivery in online advertising.

Konstantin Salomatin, Tie-Yan Liu, Yiming Yang

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Statistical Learning for File-Type Identification.

Siddharth Gopal, Yiming Yang, Konstantin Salomatin, Jaime G. Carbonell

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2009

Scheduling with uncertain resources: Representation of common knowledge.

Eugene Fink, Matt Jennings, Konstantin Salomatin, Jaime G. Carbonell

Proceedings of the IEEE International Conference on Systems, 2009

Multi-field Correlated Topic Modeling.

Konstantin Salomatin, Yiming Yang, Abhimanyu Lad

Proceedings of the SIAM International Conference on Data Mining, 2009