GFlowNets are generative networks that consider the generation process as a flow network. They are theoretically better at handling the difficult cases of sampling different modes of a distribution and when different sampling trajectories can yield the same final state. In this work, we hope to explore various improvements to GFlowNets to make them suitable […]

Ce stage a pour objectif l’optimisation de l’algorithme d’analyse olfactive développé par Odotech. Une expertise poussée du domaine des mathématiques et plus particulièrement en statistique sont nécessaires à ce stage. C’est dans cette optique, qu’Odotech a offert un stage à un étudiant à la maîtrise en statistique du département de mathématique de l’Université de Montréal. […]

With the rise of mobile technology and online communities, social media has become an increasingly important information channel for investors, especially the younger-generation retail investors whose number is rapidly growing. The recent ‘MEME’ stocks phenomenon clearly demonstrates the potential influence of social media on the market. A ‘MEME’ stock refers to a stock that gains […]

L’ordonnancement des retraits d’équipements électriques de transport est un défi auquel de nombreuses compagnies oeuvrant dans le domaine de l’énergie doivent faire face. En effet, chaque équipement de transport (p.e., une ligne de transmission) s’use avec le temps et doit, durant son cycle de vie, être maintenu pour s’assurer de son bon fonctionnement. Une fois […]

Millions of people post information on social media sites about their interests, preferences, opinions etc. on a daily basis. LeadSift mines this data stream in real-time to generate incredibly accurate and targeted sales leads. Given the short text and ambiguity around a social post, it gets very difficult to accurately identify intent. This project will […]

The topic of our research is to study how randomization is used to solve Byzantine Agreement problem in different computational models. Byzantine Agreement is a classic distributed computing problem, where processors try to agree on a value, but some of the processors try to disrupt the agreement or make sure that the algorithm never terminates. […]

Binary Stream Software is Microsoft Gold Certified ISV. We work with Microsoft ERP solutions on three platforms, Great Plains, Dynamics 365 Business Central, and Dynamics 365 Finance & Operations. Microsoft is evolving ERP and adding a lot more tools and technologies to help with ERP workflow and reporting. The new technologies such as power platform, […]

In many real world problems, the design process involves iterative steps with generation of candidates and evaluation of these generated candidates to evaluate their utility for the relevant task. This evaluation can be done with say expensive wet lab experiments or some computational oracles. We might want to make the best use of both of […]

Network intrusion detection systems play a crucial role in computer networks defense. However, most of the existing solutions do not take into account the time-evolving component of the attacks. Attackers are constantly changing the intrusion methods which becomes a serious threat and requires the development of adaptive methods that can cope with these modifications. Moreover, […]

Molecular You is a health-tech start-up on a mission to help people live longer, healthier lives. Using a new type of blood test, we’re able to give people unparalleled insight into their health and make precise diet, exercise and supplement recommendations to help them live longer healthier lives. The product consists of a mobile application […]

The partner provides software that uses natural language processing techniques to store and analyze documents of different firms. This includes their widely used smart document storage software. The techniques suffer performance when they use text that is not written in well-formed “natural language”, such as tables and labels. The intern will be designing and implementing […]

Le domaine de la santé connectée ne cesse de se développer et des outils à la fine pointe technologique sont proposés pour faire le suivi de l’état de santé des individus et prédire certaines maladies. Ces nouvelles technologies présentent des avantages indéniables tant pour les individus que pour les professionnels de la santé, accès instantané […]