
Tractable Minorfree Generalization of Planar Zerofield Ising Models
We present a new family of zerofield Ising models over N binary variabl...
read it

A New Family of Tractable Ising Models
We present a new family of zerofield Ising models over N binary variabl...
read it

Sequential Learning over Implicit Feedback for Robust LargeScale Recommender Systems
In this paper, we propose a robust sequential learning strategy for trai...
read it

Learning a Generator Model from Terminal Bus Data
In this work we investigate approaches to reconstruct generator models f...
read it

Inference and Sampling of K_33free Ising Models
We call an Ising model tractable when it is possible to compute its part...
read it

Gauges, Loops, and Polynomials for Partition Functions of Graphical Models
We suggest a new methodology for analysis and approximate computations o...
read it

Belief Propagation MinSum Algorithm for Generalized MinCost Network Flow
Belief Propagation algorithms are instruments used broadly to solve grap...
read it

Importance sampling the union of rare events with an application to power systems analysis
This paper presents a method for estimating the probability μ of a union...
read it

Representation Learning and Pairwise Ranking for Implicit Feedback in Recommendation Systems
In this paper, we propose a novel ranking framework for collaborative fi...
read it

Aggressive Sampling for Multiclass to Binary Reduction with Applications to Text Classification
We address the problem of multiclass classification in the case where t...
read it

Rademacher Complexity Bounds for a Penalized Multiclass SemiSupervised Algorithm
We propose Rademacher complexity bounds for multiclass classifiers train...
read it
Yury Maximov
is this you? claim profile