Conférences - Réseaux de neurones et intelligence artificielle, apprentissage automatique - États-Unis

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1
Workshop — Hot Topics: Topological Insights in Neuroscience
03 mai 2021 - 07 mai 2021 • Berkeley, Californie, États-Unis
Organisateur:
MRSI – Mathematical Sciences Research Institute, Berkeley
Résumé:
The talks in this workshop will present a wide array of current applications of topology in neuroscience, including classification and synthesis of neuron morphologies, analysis of synaptic plasticity, algebraic analysis of the neural code, topological analysis of neural networks and their dynamics, topological decoding of neural activity, diagnosis of traumatic brain injuries, and topological biomarkers for psychiatric disease. Some of the talks will be devoted to promising new directions in algebraic topology that have been inspired by neuroscience.
Identifiant de l'évènement:
1376581
Sujets apparentés:
2
Ai4 2021 Healthcare Summit
05 mai 2021 - 06 mai 2021 • Fully-Digital, États-Unis
Organisateur:
Ai4
Résumé:
The Ai4 2021 Healthcare Summit gathers business leaders and data practitioners to facilitate the adoption of artificial intelligence and machine learning within the healthcare industry.
Contact:
Email.: jessica@ai4.co
Sujets:
healthcare, medical devices, drug discovery, biotech, artificial intelligence, machine learning
Identifiant de l'évènement:
1383413
3
LTINTROUL — LIVE TRAINING HANDS-ON - Intro to Unsupervised Learning
11 mai 2021 • Virtual - Boston, États-Unis
Organisateur:
ODSC
Résumé:
In the first part, we will explore one of the core concepts in unsupervised learning, dimensionality reduction. Dimensionality reduction serves two main purposes. First, it reduces the computational complexity of working with very large datasets. Second, it removes the non-relevant information in a dataset, surfacing the information that matters most. We will use dimensionality reduction algorithms to build an anomaly detection system; specifically, we will build a system to detect credit card fraud without using any labels. Anomaly detection systems are widely used in industry today to detect all types of rare events such as fraud (e.g., credit card, wire, cyber, insurance), crime (e.g., hacking, money laundering, drug, arms, and human trafficking), and adverse events (e.g., financial market meltdowns, cardiac events, and spikes in online traffic). In the second part, we will explore one of the core concepts in unsupervised learning, clustering. Clustering is able to segment entities (e.g., users) into distinct and homogenous groups such that members of a group are very similar to members within the group but distinctly different from members in other groups. This group segmentation is possible without requiring any labels whatsoever and instead relies on separating entities based on behavior. For example, via clustering, online shoppers could be grouped into budget-conscious shoppers, high-end shoppers, frequent shoppers, seasonal shoppers, technophiles, audiophiles, sneakerheads, back-to-school shoppers, young parents, senior citizens, and millennials. To perform clustering well, good feature engineering is required. In this course, we will explore loan applications, perform feature engineering, and segment users based on their potential creditworthiness. We will also explore how clustering allows efficient labeling, turning unlabeled problems into labeled ones, opening up the realm of semi-supervised learning.
Contact:
Email.: info@odsc.com
Sujets:
LIVE TRAINING, ODSC, Ankur Patel
Identifiant de l'évènement:
1422401
4
Gordon Research Conference — Bioelectronics
06 jui 2021 - 11 jui 2021 • Proctor Academy, Andover, NH, États-Unis
Identifiant de l'évènement:
1318244
5
UAI 2021 — Conference on Uncertainty in Artificial Intelligence
26 jui 2021 - 30 jui 2021 • Online, États-Unis
Organisateur:
Association for Uncertainty in Artificial Intelligence (auai)
Résumé:
The Conference on Uncertainty in Artificial Intelligence (UAI) is one of the premier international conferences on research related to knowledge representation, learning, and reasoning in the presence of uncertainty. UAI is supported by the Association for Uncertainty in Artificial Intelligence (AUAI).
Identifiant de l'évènement:
1396838
6
COLT 2021 — Conference on Learning Theory
07 jul 2021 - 10 jul 2021 • Boulder, Colorado, États-Unis
Identifiant de l'évènement:
1396829
Sujets apparentés:
7
ICML 2021 — 38th International Conference on Machine Learning
18 jul 2021 - 24 jul 2021 • Online, États-Unis
Identifiant de l'évènement:
1396632
8
SEG Research Workshop: Data Analytics & Machine Learning for Exploration & Production
16 aou 2021 - 18 aou 2021 • Denver, Colorado, États-Unis
Organisateur:
SEG - Society of Exploration Geophysicists
Résumé:
The most significant contribution of this event is the Emergence of the utilization of data analytics and machine learning for geoscience. This workshop is designed to showcase the successes and challenges of practicing machine learning and data analytics in the geoscience domain to improve accuracy and efficiency of algorithms and/or workflows. For example, in addition to existing applications such as seismic geobody identification and well log data analysis, what other challenging geoscience problems can be formulated and solved effectively by machine learning? How can machine learning algorithms and workflows be tailored to meet the specific physical constraints of geoscience data? How can we fully exploit the power of machine learning and physics-based approaches?
Identifiant de l'évènement:
1358183
9
Ai4 2021 Summit
17 aou 2021 - 19 aou 2021 • virtual, États-Unis
Résumé:
Over three days, the Ai4 2021 Summit brings together business leaders and data practitioners to facilitate the adoption of artificial intelligence and machine learning technology. Join us at industry’s most impactful AI event.
Identifiant de l'évènement:
1403951
10
AI & Big Data Expo North America 2021
22 sep 2021 - 23 sep 2021 • Santa Clara, États-Unis
Résumé:
The world’s leading AI & Big Data event series will be returning to the Santa Clara Convention Center for a physical show on September 22-23rd 2021. This virtual technology event is for the ambitious enterprise technology professional, seeking to explore the latest innovations, implementations and strategies to drive businesses forward.
Identifiant de l'évènement:
1403961
11
SSCI'2021 — 2021 IEEE Symposium Series on Computational Intelligence
05 dec 2021 - 08 dec 2021 • Orlando, Florida, États-Unis
Résumé:
IEEE SSCI is an established flagship annual international series of symposia on computational intelligence sponsored by the IEEE Computational Intelligence Society. IEEE SSCI 2021 promotes and stimulates discussion on the latest theory, algorithms, applications and emerging topics on computational intelligence across several unique symposia, providing an opportunity for cross-fertilization of research and future collaborations.
Identifiant de l'évènement:
1398682


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Dernière mise à jour: 03 Mai 2021