1 citations · 1 across the 4 of their papers we have counts for
5 papers
Inversion of the Multiplicative Matrix Compound Operator
Debojyoti Dey, Ron Ofir, Christian Grussler
We study the problem of determining a matrix whose th multiplicative compound, with , is a prescribed matrix . The cardinality of the set of matrices whose th multi…
Corruption-tolerant Algorithms for Generalized Linear Models
Bhaskar P Mukhoty, Debojyoti Dey, Purushottam Kar
This paper presents SVAM (Sequential Variance-Altered MLE), a unified framework for learning generalized linear models under adversarial label corruption in training data. SVAM ext…
AGGLIO: Global Optimization for Locally Convex Functions
Debojyoti Dey, Bhaskar Mukhoty, Purushottam Kar
This paper presents AGGLIO (Accelerated Graduated Generalized LInear-model Optimization), a stage-wise, graduated optimization technique that offers global convergence guarantees f…
Epidemiologically and Socio-economically Optimal Policies via Bayesian Optimization
Amit Chandak, Debojyoti Dey, Bhaskar Mukhoty +1
Mass public quarantining, colloquially known as a lock-down, is a non-pharmaceutical intervention to check spread of disease. This paper presents ESOP (Epidemiologically and Socio-…
A note on faithful coupling of Markov chains
Debojyoti Dey, Pranjal Dutta, Somenath Biswas
One often needs to turn a coupling of a Markov chain into a sticky coupling where once at some , then from then on, at each subsequent time st…