I am currently a PhD student at the UW Allen School of Computer Science, advised by Dan Suciu.
My interests lie broadly in data systems and machine learning. Currently I’m focusing on optimizing join processing algorithms in relational database systems by using worst-case optimal join techniques.
Before my PhD, I studied Mathematics and Computer Science at University of California, Los Angeles. There, I did research on inference in probabilistic models in the Statistical Relational AI Lab and was fortunate to work with Guy Van den Broeck. I also was a lead instructor at the UCLA Olga Radko Endowed Math Circle, teaching mathematics to a group of high-school students.
I interned at AWS Redshift where I worked on bringing ML into the data warehouse. Before that, I interned at Yandex in the Search Product in the Notifications team working on optimizing establishing TLS connections. I also interned at a startup called NAND Capital where I researched and implemented options pricing models and price volatility estimation techniques.
I grew up in Moscow, Russia.
- Guy Van den Broeck, , Maximilian Schleich and Dan Suciu.
On the Tractability of SHAP Explanations
In proceedings of the 35th AAAI Conference on Artificial Intelligence, 2021.
AAAI Distringuished Papers Award
[ pdf ]