Devdatt Dubhashi

Professor at the Data Science and AI division, Department of Computer Science and Engineering.

dubhashi@chalmers.se +46729744765, +46 31 772 10 46 Find me

My main interests are in design and analysis of randomized algorithms, machine learning for Big Data and computational biology.

Publications

Latest publications

2018
DeepColor: Reinforcement Learning optimizes information efficiency and well-formedness in color name partitioning

Author: Mikael Kågebäck; Devdatt Dubhashi; Asad Sayeed

Published: 2018

Published in:

Publication type: Paper in proceedings
2017
Thompson Sampling for Stochastic Bandits with Graph Feedback

Author: Aristide Tossou; Christos Dimitrakakis; Devdatt Dubhashi

Published: 2017

Published in:

Publication type: Paper in proceedings
AI Dangers: Imagined and Real

Author: Devdatt Dubhashi; Shalom Lappin

Published: 2017

Published in: Communications of the ACM

Publication type: Journal article
2015
Weighted theta functions and embeddings with applications to Max-Cut, clustering and summarization

Author: Fredrik Johansson; A. Chattoraj; C. Bhattacharyya; Devdatt Dubhashi

Published: 2015

Published in:

Publication type: Conference contribution
Visions and open challenges for a knowledge-based culturomics

Author: Nina Tahmasebi; Lars Borin; Gabriele Capannini; Devdatt Dubhashi; Peter Exner; Markus Forsberg; Gerhard Gossen; Fredrik Johansson; Richard Johansson; Mikael Kågebäck; Olof Mogren; Pierre Nugues; Thomas Risse

Published: 2015

Published in: International Journal on Digital Libraries

Publication type: Journal article
Classifying large graphs with differential privacy

Author: Fredrik Johansson; Otto Frost; Carl Thufvesson Retzner; Devdatt Dubhashi

Published: 2015

Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Publication type: Paper in proceedings
Learning with similarity functions on graphs using matchings of geometric embeddings

Author: Fredrik Johansson; Devdatt Dubhashi

Published: 2015

Published in:

Publication type: Paper in proceedings
Extractive summarization by aggregating multiple similarities

Author: Olof Mogren; Mikael Kågebäck; Devdatt Dubhashi

Published: 2015

Published in:

Publication type: Paper in proceedings
Neural context embeddings for automatic discovery of word senses

Author: Mikael Kågebäck; Fredrik Johansson; Richard Johansson; Devdatt Dubhashi

Published: 2015

Published in:

Publication type: Paper in proceedings
2014
Federated clouds for biomedical research: Integrating OpenStack for ICTBioMed

Author: C. Mazurek; J. Pukacki; M. Kosiedowski; S. Trocha; M. Sullivan; H. Darbari; A. Saxena; R.R. Joshi; Devdatt Dubhashi; S. Thankaswamy; P.R. Brenner; S. Gesing; J. Nabrzyski; A. Srivastava

Published: 2014

Published in:

Publication type: Paper in proceedings
Global graph kernels using geometric embeddings

Author: Fredrik Johansson; Vinay Jethava; Devdatt Dubhashi; C. Bhattacharyya

Published: 2014

Published in:

Publication type: Paper in proceedings
Extractive Summarization using Continuous Vector Space Models

Author: Mikael Kågebäck; Olof Mogren; Nina Tahmasebi; Devdatt Dubhashi

Published: 2014

Published in:

Publication type: Paper in proceedings
2013
Computational approaches for reconstruction of time-varying biological networks from omics data

Author: Vinay Jethava; Chiranjib Bhattacharyya; Devdatt Dubhashi

Published: 2013

Published in:

Publication type: Book chapter
DLOREAN: Dynamic Location-aware Reconstruction of multiway Networks

Author: Fredrik Johansson; Vinay Jethava; Devdatt Dubhashi

Published: 2013

Published in:

Publication type: Paper in proceedings
Mining semantics for culturomics: towards a knowledge-based approach

Author: Lars Borin; Devdatt Dubhashi; Markus Forsberg; Richard Johansson; Dimitrios Kokkinakis; Pierre Nugues

Published: 2013

Published in:

Publication type: Paper in proceedings
Entity disambiguation in anonymized graphs using graph kernels

Author: Linus Hermansson; Tommi Kerola; Fredrik Johansson; Vinay Jethava; Devdatt Dubhashi

Published: 2013

Published in:

Publication type: Paper in proceedings
Lovasz theta function, SVMs and Finding Dense Subgraphs

Author: Vinay Jethava; Anders Martinsson; C. Bhattacharyya; Devdatt Dubhashi

Published: 2013

Published in: Journal of Machine Learning Research

Publication type: Journal article
Lovasz θ, SVMs and applications

Author: Vinay Jethava; Jacob Sznajdman; C. Bhattacharyya; Devdatt Dubhashi

Published: 2013

Published in:

Publication type: Paper in proceedings
2012
The Lovász v function, SVMs and finding large dense subgraphs

Author: Vinay Jethava; Anders Martinsson; C. Bhattacharyya; Devdatt Dubhashi

Published: 2012

Published in:

Publication type: Paper in proceedings
2011
The IncP-1 plasmid backbone adapts to different host bacterial species and evolves through homologous recombination.

Author: Peter Norberg; Maria Bergström; Vinay Jethava; Devdatt Dubhashi; Malte Hermansson

Published: 2011

Published in: Nature Communications

Publication type: Journal article
Scalable multi-dimensional user intent identification using tree structured distributions

Author: Vinay Jethava; L. Calderón-Benavides; R.A. Baeza-Yates; C. Bhattacharyya; Devdatt Dubhashi

Published: 2011

Published in:

Publication type: Paper in proceedings
NETGEM: Network Embedded Temporal GEnerative Model for gene expression data

Author: Vinay Jethava; C. Bhattacharyya; Devdatt Dubhashi; Goutham Vemuri

Published: 2011

Published in: BMC Bioinformatics

Publication type: Journal article
2009
Adaptive Dynamics of Realistic Small-World Networks

Author: Olof Mogren; Oskar Sandberg; Vilhelm Verendel; Devdatt Dubhashi

Published: 2009

Published in:

Publication type: Paper in proceedings
Bridging the gap between systems biology and medicine

Author: Gilles Clermont; Charles Auffray; Yves Moreau; David M Rocke; Daniel Dalevi; Devdatt Dubhashi; Dana R Marshall; Peter Raasch; Frank Dehne; Paolo Provero; Jesper Tegner; Bruce J Aronow; Michael A Langston; Mikael Benson

Published: 2009

Published in: Genome Medicine

Publication type: Journal article
2008
A note on conditioning and stochastic domination for order statistics

Author: Devdatt Dubhashi; Olle Häggström

Published: 2008

Published in:

Publication type: Journal article

Go to Chalmers publication library

Published: Sat 24 Aug 2013. Modified: Tue 15 Jan 2019

Devdatt Dubhashi

Latest publications

2018

2017

2015

2014

2013

2012

2011

2009

2008