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Publications

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Histoire du musée

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Kpanou R., Osseni M. A., Tossou P. et al. (2021). On the robustness of generalization of drug-drug interaction models. BMC Bioinform., 22, 477

Sirois C., Khoury R., Durand A. et al. (2021). Exploring polypharmacy with artificial intelligence: data analysis protocol. BMC Medical Informatics Decis. Mak., 21, 219

Simard F., Desharnais J., Laviolette F. (2021). General Cops and Robbers games with randomness. Theor. Comput. Sci., 887, 30-50

Osseni M. A., Tossou P., Corbeil J. et al. (2021). Applying PySCMGroup to Breast Cancer Biomarkers Discovery. BIOINFORMATICS, 72-82

Yassine M., Beauchemin D., Laviolette F. et al. (2021). Leveraging Subword Embeddings for Multinational Address Parsing. CIST, 353-360

Tambon F., Laberge G., An L. et al. (2021). How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature Review. CoRR, abs/2107.12045

Chen Q., Shui C., Marchand M. (2021). Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis. CoRR, abs/2109.14595

Garneau N., Gaumond E., Lamontagne L. et al. (2021). Plum2Text: a french ICAIL, 200-204

Garneau N., Gaumond E., Lamontagne L. et al. (2021). CriminelBART: a French Canadian legal language model specialized in criminal law. ICAIL, 256-257

Garneau N., Lamontagne L. (2021). Shared Task in Evaluating Accuracy: Leveraging Pre-Annotations in the Validation Process. INLG, 266-270

AlMousa M., Benlamri R., Khoury R. (2021). Exploiting non-taxonomic relations for measuring semantic similarity and relatedness in WordNet. Knowl. Based Syst., 212, 106565

Ávila R., Khoury R., Khoury R. et al. (2021). Use of Security Logs for Data Leak Detection: A Systematic Literature Review. Secur. Commun. Networks, 2021, 6615899:1-6615899:29

AlMousa M., Benlamri R., Khoury R. (2021). A Novel Word Sense Disambiguation Approach Using WordNet Knowledge Graph. CoRR, abs/2101.02875

Hogue S., Chen F., Brassard G. et al. (2021). Pharmacists' perceptions of a machine learning model for the identification of atypical medication orders. J. Am. Medical Informatics Assoc., 28, 1712-1718

Saber H., Saci L., Maillard O. et al. (2021). Routine Bandits: Minimizing Regret on Recurring Problems. ECML/PKDD (1), 3-18

Williams J. J., Nogas J., Deliu N. et al. (2021). Challenges in Statistical Analysis of Data Collected by a Bandit Algorithm: An Empirical Exploration in Applications to Adaptively Randomized Experiments. CoRR, abs/2103.12198

Godbout M., Heuillet M., Chandra S. et al. (2021). CARL: Conditional-value-at-risk Adversarial Reinforcement Learning. CoRR, abs/2109.09470

Viallard P., Germain P., Habrard A. et al. (2021). Self-bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian C-Bound. ECML/PKDD (2), 167-183

Viallard P., Germain P., Habrard A. et al. (2021). A General Framework for the Derandomization of PAC-Bayesian Bounds. CoRR, abs/2102.08649

Viallard P., Germain P., Habrard A. et al. (2021). Self-Bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian C-Bound. CoRR, abs/2104.13626

Zantedeschi V., Viallard P., Morvant E. et al. (2021). Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound. CoRR, abs/2106.12535

Allard U. C., Gagnon-Turcotte G., Phinyomark A. et al. (2020). Unsupervised Domain Adversarial Self-Calibration for Electromyography-Based Gesture Recognition. IEEE Access, 8, 177941-177955

Germain P., Habrard A., Laviolette F. et al. (2020). PAC-Bayes and domain adaptation. Neurocomputing, 379, 379-397

Bauvin B., Capponi C., Roy J. et al. (2020). Fast greedy Mach. Learn., 109, 1945-1986

Ahsan F., Drouin A., Laviolette F. et al. (2020). Phylogenetic Manifold Regularization: A semi-supervised approach to predict transcription factor binding sites. BIBM, 62-66

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