| 2018 | ACSSC | Learning in Power Distribution Grids under Correlated Injections. | Sejun Park, Deepjyoti Deka, Michael Chertkov |
| 2018 | AISTATS | Gauged Mini-Bucket Elimination for Approximate Inference. | Sungsoo Ahn, Michael Chertkov, Jinwoo Shin, Adrian Weller |
| 2018 | ICML | Bucket Renormalization for Approximate Inference. | Sungsoo Ahn, Michael Chertkov, Adrian Weller, Jinwoo Shin |
| 2013 | ISIT | Belief Propagation for Linear Programming. | Andrew E. Gelfand, Jinwoo Shin, Michael Chertkov |
| 2011 | ISIT | Polytope of correct (linear programming) decoding and low-weight pseudo-codewords. | Michael Chertkov, Mikhail G. Stepanov |
| 2011 | ISIT | Linear programming based detectors for two-dimensional intersymbol interference channels. | Shrinivas Kudekar, Jason K. Johnson, Michael Chertkov |
| 2010 | ISIT | Worst configurations (instantons) for Compressed Sensing over reals: A channel coding approach. | Shashi Kiran Chilappagari, Michael Chertkov, Bane Vasic |
| 2009 | ICML | Orbit-product representation and correction of Gaussian belief propagation. | Jason K. Johnson, Vladimir Y. Chernyak, Michael Chertkov |
| 2009 | ISIT | Analysis of error floors of LDPC codes under LP decoding over the BSC. | Shashi Kiran Chilappagari, Bane Vasic, Mikhail G. Stepanov, Michael Chertkov |
| 2009 | UAI | Approximate inference on planar graphs using Loop Calculus and Belief Propagation. | Vicen Gmez, Hilbert J. Kappen, Michael Chertkov |
| 2008 | AAAI | Loop Calculus for Satisfiability. | Lukas Kroc, Michael Chertkov |
| 2007 | ISIT | Loop Calculus and Belief Propagation for q-ary Alphabet: Loop Tower. | Vladimir Y. Chernyak, Michael Chertkov |
| 2007 | ISIT | Pseudo-codeword Landscape. | Michael Chertkov, Mikhail G. Stepanov |
| 2006 | ISIT | Instanton analysis of Low-Density Parity-Check codes in the error-floor regime. | Mikhail G. Stepanov, Michael Chertkov |