Li Chou, Pracheta Sahoo, Somdeb Sarkhel, Nicholas Ruozzi, and Vibhav Gogate Automatic Parameter Tying: A New Approach for Regularized Parameter Learning in Markov Networks32nd Conference on Artificial Intelligence (AAAI), February 2018.
Gregory Van Buskirk, Benjamin Raichel, and Nicholas Ruozzi Sparse Approximate Conic HullsAdvances in Neural Information Processing Systems (NIPS), December 2017.
Nicholas Ruozzi A Lower Bound on the Partition Function of Attractive Graphical Models in the Continuous CaseTwentieth International Conference on Artificial Intelligence and Statistics (AISTATS), April 2017.
Kui Tang, Nicholas Ruozzi, David Belanger, and Tony Jebara Bethe learning of graphical models via MAP decodingNineteenth International Conference on Artificial Intelligence and Statistics (AISTATS), May 2016.
Nicholas Ruozzi and Sekhar TatikondaConvergent and correct message-passing schemes for optimization problems over graphical modelsPresented, in part, at Uncertainty in Artficial Intelligence (UAI), 2010.
Nicholas Ruozzi and Sekhar TatikondaUnconstrained minimization of quadratic functions via min-sumProceedings of the Conference on Information Sciences and Systems (CISS), Princeton, NJ/USA, March 2010.
Dexter Kozen and Nicholas RuozziApplications of metric coinductionIn T. Mossakowski et al., editor, Proc. 2nd Conf. Algebra and Coalgebra in Computer Science (CALCO), v. 4624 of LNCS, pages 327-341. Springer, August 2007.