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About this Event Abstract: Machine learning has been used to aid decision-making in several domains, from healthcare to finance. Understanding the decision process of ML models is paramount in high-stakes decisions that impact people's lives, otherwise, loss of control and lack of trust may arise. Often, these decisions have a sequential nature. For instance, the transaction history of a credit card must be considered when predicting the risk of fraud of the most recent transaction. Although RNNs are state-of-the-art models…
IbPRIA is an international event co-organized every two years, by the Spanish and Portuguese Associations for Pattern Recognition. IbPRIA is a single track conference consisting of high quality, previously unpublished papers, presented either orally or as a poster, intended to act as a forum for research groups, engineers and practitioners to present recent results, algorithmic improvements and promising future directions in pattern recognition and image analysis. For more details (speakers, tutorials, scientific programme, awards, venue, important dates and COVID restrictions)…
ODSC – Open Data Science Conference – is essential for anyone who wants to connect to the data science community and contribute to the open source applications it uses every day. Our goal is to bring together the global data science community in an effort to encourage the exchange of innovative ideas and the growth of open source software.
Explore data-centric approaches that make AI practical. This free two-day virtual conference will feature 30+ sessions and live conversations with leaders from industry and academia. Join us to gain an in-depth understanding of data-centric AI approaches and learn best practices from real-world implementations behind the shift from model-centric to data-centric AI.