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Thiago Serra
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Jahr
Bounding and Counting Linear Regions of Deep Neural Networks
T Serra, C Tjandraatmadja, S Ramalingam
International Conference on Machine Learning (ICML), 2018
1902018
Lossless compression of deep neural networks
T Serra, A Kumar, S Ramalingam
International Conference on the Integration of Constraint Programming …, 2020
342020
Compact representation of near-optimal integer programming solutions
T Serra, JN Hooker
Mathematical Programming 182, 199-232, 2020
232020
Empirical Bounds on Linear Regions of Deep Rectifier Networks
T Serra, S Ramalingam
AAAI Conference on Artificial Intelligence (AAAI), 2020
212020
The Integrated Last-Mile Transportation Problem (ILMTP)
AU Raghunathan, D Bergman, J Hooker, T Serra, S Kobori
International Conference on Automated Planning and Scheduling (ICAPS), 2018
212018
Seamless Multimodal Transportation Scheduling
AU Raghunathan, D Bergman, J Hooker, T Serra, S Kobori
arXiv preprint arXiv:1807.09676, 2018
192018
Last-Mile Scheduling Under Uncertainty
T Serra, AU Raghunathan, D Bergman, J Hooker, S Kobori
International Conference on the Integration of Constraint Programming …, 2019
132019
Equivalent and Approximate Transformations of Deep Neural Networks
A Kumar, T Serra, S Ramalingam
arXiv preprint arXiv:1905.11428, 2019
132019
Reformulating the disjunctive cut generating linear program
T Serra
Annals of Operations Research 295 (1), 363-384, 2020
92020
Template-based minor embedding for adiabatic quantum optimization
T Serra, T Huang, AU Raghunathan, D Bergman
INFORMS Journal on Computing 34 (1), 427-439, 2022
62022
Scaling Up Exact Neural Network Compression by ReLU Stability
T Serra, A Kumar, X Yu, S Ramalingam
Advances in Neural Processing Information Systems (NeurIPS), 2021
62021
Enumerative Branching with Less Repetition
T Serra
International Conference on the Integration of Constraint Programming …, 2020
62020
A Constraint-Based Scheduling of Offshore Well Development Activities with Inventory Management
T Serra, G Nishioka, FJM Marcellino
Brazilian Symposium on Operations Research (SBPO), 2011
62011
Polarization Mode Dispersion (PMD) Field Measurements: Audit of Newly Installed Fiber Plants
S Barcelos, T Serra, RF Rando, EL Rigon, NK Sasaki, W Arellano, ...
National Fiber Optic Engineers Conference (NFOEC), 2005
62005
The Offshore Resources Scheduling Problem: Detailing a Constraint Programming Approach
T Serra, G Nishioka, F Marcellino
International Conference on Principles and Practice of Constraint …, 2012
42012
On Estimating the Return of Resource Aquisitions through Scheduling: An Evaluation of Continuous-Time MILP Models to Approach the Development of Offshore Oil Wells
T Serra, G Nishioka, FJM Marcellino
Scheduling and Planning Applications woRKshop (SPARK), 32, 2012
42012
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks
X Yu, T Serra, S Ramalingam, S Zhe
International Conference on Machine Learning, 25668-25683, 2022
32022
When lift-and-project cuts are different
E Balas, T Serra
INFORMS Journal on Computing 32 (3), 822-834, 2020
32020
Optimal Decision Diagrams for Classification
AM Florio, P Martins, M Schiffer, T Serra, T Vidal
arXiv preprint arXiv:2205.14500, 2022
22022
Programação por restrições e escalonamento baseado em restrições: Um estudo de caso na programação de recursos para o desenvolvimento de poços de petróleo
TSA Silva
Universidade de Sao Paulo, 2012
22012
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