Publications with keyword "Optimization"
| 1. | J. Tomczak, S. Zaręba, S. Ravanbakhsh, R. Greiner. "Low-dimensional Perturb-and-MAP approach for learning Restricted Boltzmann Machines". Neural Processing Letters, 50(2), pp 1401-1419, October 2018.   |
| 2. | S. Ravanbakhsh. "Message Passing and Combinatorial Optimization". PhD Thesis, January 2015. |
| 3. | S. Ravanbakhsh, M. Gajewski, R. Greiner, J. Tuszynski. "Determination of the optimal tubulin isotype target as a method for the development of individualized cancer chemotherapy". Theoretical Biology and Medical Modelling, 10(29), pp n/a, April 2013. |
| 4. | B. Seck, C. Caia, A. Dallagi, J. Forbes, R. Goebel, G. Anthieren, J. Kresta. "Stability Analysis and Regularization of Uncertain Linear Multi-objective Integer Optimization Problems". Engineering Optimization, 44(11), pp 1279-1302, March 2012. |
| 5. | S. Ravanbakhsh, R. Greiner. "Benchmarking Cross Entropy Exploiting partial Decomposability: Analysis of a Batch Sampling Method for Large-Scale Structured Optimization". NIPS: Monte Carlo Methods for Bayesian Inference in Modern Day Applications, December 2010. |
| 6. | S. Ravanbakhsh, B. Poczos, R. Greiner. "A Cross-Entropy Method that Optimizes Partially Decomposable Problems: A New Way to Interpret NMR Spectra". National Conference on Artificial Intelligence (AAAI), July 2010. |
| 7. | S. Ravanbakhsh. "A Stochastic Optimization Method for Partially Decomposable Problems, with Application to Analysis of NMR Spectra". MSc Thesis, September 2009. |
| 8. | P. Berube, J. Amaral. "Workload Reduction for Multi-Input Profile-Directed Optimization". International Symposium on Code Generation and Optimization, February 2009. |
| 9. | D. Lizotte. "Practical Bayesian Optimization". PhD Thesis, University of Alberta, July 2008. |
| 10. | D. Lizotte, T. Wang, M. Bowling, D. Schuurmans. "Automatic Gait Optimization with Gaussian Process Regression". International Joint Conference on Artificial Intelligence (IJCAI), Hyderabad, India, January 2007. |
| 11. | C. Boutilier, R. Patrascu, P. Poupart, D. Schuurmans. "Constraint-Based Optimization and Utility Elicitation Using the Minimax Decision Criterion". Artificial Intelligence (AIJ), 170(8-9), pp 686-713, January 2006. |
