Globally Optimal Solutions for Energy Minimization in Stereo Vision Using Reweighted Belief Propagation. - Talya Meltzer; Chen Yanover; Yair Weiss (ICCV, 2005)

Linear Programming Relaxations and Belief Propagation - An Empirical Study. - Chen Yanover; Talya Meltzer; Yair Weiss (J. Mach. Learn. Res., 2006)

MAP Estimation, Linear Programming and Belief Propagation with Convex Free Energies. - Yair Weiss; Chen Yanover; Talya Meltzer (UAI, 2007)

A Hike in the Phases of the 1-in-3 Satisfiability - Elitza N. Maneva; Talya Meltzer; Jack Raymond; Andrea Sportiello; Lenka Zdeborová (CoRR, 2007)

Tightening LP Relaxations for MAP using Message Passing. - David A. Sontag; Talya Meltzer; Amir Globerson; Tommi S. Jaakkola; Yair Weiss (UAI, 2008)

Convergent message passing algorithms - a unifying view. - Talya Meltzer; Amir Globerson; Yair Weiss (UAI, 2009)

Bounds and convergence for belief propagation variants (שער נוסף בעברית: חסמים והתכנסות לאלגוריתמי פעפוע אמונות.; כולל שער נוסף ותקציר בעברית: חסמים והתכנסות לאלגוריתמי פעפוע אמונות.). - Talya Meltzer (2012)

Automatic detection of psychological distress indicators and severity assessment in crisis hotline conversations. - Maciej Pacula; Talya Meltzer; Michael Crystal; Amit Srivastava; Brian Marx (ICASSP, 2014)

Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge. - Bonan Min; Marjorie Freedman; Talya Meltzer (EACL (1), 2017)