Krishna Kumar

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All published works

Action	Title	Year	Authors
+	Audio classification using ML methods	2023	Krishna Kumar
+	Convex Relaxations for Learning Bounded Treewidth Decomposable Graphs	2012	Krishna Kumar Francis Bach

Common Coauthors

Coauthor	Papers Together
Francis Bach	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Near-optimal Nonmyopic Value of Information in Graphical Models	2012	Andreas Krause Carlos Guestrin	1
+ PDF Chat	Discovering a junction tree behind a Markov network by a greedy algorithm	2013	Tamás Szántai Edith Kovács	1
+	Pattern Recognition and Machine Learning	2007	Christopher Bishop	1
+	Efficient Stepwise Selection in Decomposable Models	2001	Amol Deshpande Minos Garofalakis Michael I. Jordan	1
+	Maximum Likelihood Bounded Tree-Width Markov Networks	2001	Nathan Srebro	1
+ PDF Chat	Generalized Sequential Tree-Reweighted Message Passing	2014	Thomas Schoenemann Vladimir Kolmogorov	1
+	Approximate Primal Solutions and Rate Analysis for Dual Subgradient Methods	2009	Angelia Nedić Asuman Ozdaglar	1
+	Efficient Principled Learning of Thin Junction Trees	2007	Anton Chechetka Carlos Guestrin	1
+ PDF Chat	Decoding by Linear Programming	2005	Emmanuel J. Candès Terence Tao	1
+ PDF Chat	None	2003	Nir Friedman Daphne Koller	1
+	Nonlinear Programming	1995	Dimitri P. Bertsekas	1
+	Ordering-Based Search: A Simple and Effective Algorithm for Learning Bayesian Networks	2012	Marc Teyssier Daphne Koller	1