49 citations · 98 across the 9 of their papers we have counts for
3 papers · 1 filter
Sparse Group Inductive Matrix Completion
Ivan Nazarov, Boris Shirokikh, Maria Burkina +2
We consider the problem of matrix completion with side information (\textit{inductive matrix completion}). In real-world applications many side-channel features are typically non-i…
Conformal k-NN Anomaly Detector for Univariate Data Streams
Vladislav Ishimtsev, Ivan Nazarov, Alexander Bernstein +1
Anomalies in time-series data give essential and often actionable information in many applications. In this paper we consider a model-free anomaly detection method for univariate t…
Conformalized Kernel Ridge Regression
Evgeny Burnaev, Ivan Nazarov
General predictive models do not provide a measure of confidence in predictions without Bayesian assumptions. A way to circumvent potential restrictions is to use conformal methods…