Selected Publications
L. Yang, J. Bento , J.-C. Lachance, and B. O. Palsson, Genome-scale estimation of cellular objectives, 2018 S. Safavi, J. Bento , n-metrics for multiple graph alignment, 2018 S. Safavi, J. Bento , Networks and large scale optimization, OSDC 2018 Tutorials J. Bento , S. Ioannidis, A Family of tractable graph distances, SDM 2018 S. Safavi, B. Joshi, G. França, J. Bento, An explicit convergence rate for Nesterov's method from SDP, ISIT 2018J. Bento , R. Furmaniak, S. Ray, On the complexity of the weighted fused Lasso, IEEE Letters in Signal Processing 2018J. J. Zhu, J. Bento, Generative adversarial active learning , 2017 G. França, J. Bento, Markov chain lifting and distributed ADMM , IEEE Letters in Signal Processing 2017 T. van Opijnen, S. Dedrick, J. Bento, Strain dependent genetic networks for antibiotic-sensitivity in a bacterial pathogen with a large pan-genome , Plos Pathogens 2016 J. Bento, J.J. Zhu A metric for sets of trajectories that is practical and mathematically consistent , 2016, [Comp] G. França, J. Bento, Tuning over-relaxed ADMM , NIPS 2016 Workshops G. França, J. Bento, An explicit rate bound for the over-relaxed ADMM , ISIT 2016, [Video] N. Hao, A. Oghbaee, M. Rostami, N. Derbinsky, J. Bento, Testing fine-grained parallelism for the ADMM on a factor-graph , IPDPS 2016 Workshops and GPU Tech Conference 2016, [Code] C. Mathy, F. Gonda, D. Shmidt, N. Derbinsky, A. Alemi, J. Bento, F. Delle Fave, J. Yedidia, SPARTA: Fast global planning of collision-avoiding robot trajectories , NIPS 2015 Workshops N. Ben-Zvi, J. Bento, M. Mahler, J. Hodgins, A. Shamir, Line-Drawing video stylization , Computer Graphics Forum 2015, [Video] J. Bento, N. Derbinsky, C. Mathy, J. Yedidia, Proximal operators for multi-agent path planning , AAAI 2015, [Video] C. Mathy, N. Derbinsky, J. Bento, J. Rosenthal, J. Yedidia, The BF algorithm for online supervised and unsupervised learning , AAAI 2015 D. Krishnan, B. Freeman, J. Bento, D. Zoran, Shape and illumination from shading using the generic viewpoint assumption , NIPS 2014 J. Bento, N. Derbinsky, J. Mora, J. Yedidia, A message-passing algorithm for multi-agent trajectory planning , NIPS 2013, [Video] N. Derbinsky, J. Bento, J. Yedidia, Integrating knowledge with the TWA for hybrid cognitive processing , AAAI 2013 J. Bento, M. Ibrahimi, Support recovery for the drift coefficient of high-dimensional diffusions , IEEE IT 2013, [Video] J. Bento, S. Ioannidis, S. Muthu., J. Yan, A time and space efficient algorithm for contextual linear bandits , ECML 2013 N. Derbinsky, J. Bento, V. Elser, J. Yedidia, An improved three-weight message-passing algorithm , 2013, [Video 1] [Video 2] J. Bento, Learning graphical models, fundamental limits and efficient algorithms , PhD Thesis 2012 N. Damera, J. Bento, Ad Insertion in automatically composed documents , DocEng 2012 J. Bento, A. Montanari, On the trade-off between complexity and correlation decay in structural learning algorithms , 2011 J. Bento, N. Fawaz, A. Montanari, S. Ioannidis, Identifying users from their rating patterns , RecSys 2011
N. Damera, J. Bento, E. O'Brien, Probabilistic document model , DocEng 2011
J. Bento, M. Ibrahimi, A. Montanari, Information theoretic limits on learning stochastic differential equations , ISIT 2011, [Video] M. Bayati, J. Bento, A. Montanari, The LASSO Risk: asymptotic results and real world examples , NIPS 2010
J. Bento, M. Ibrahimi, A. Montanari, Learning networks of stochastic differential equations , NIPS 2010, [Video] J. Bento, A. Montanari, Which graphical models are difficult to learn? , NIPS 2009