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33:24

Fair for all – DeepMind: The Podcast (Season 2, Episode 8)

AI needs to benefit everyone, not just those who build it. But fulfilling this promise requires careful thought before new technologies are built and released into the world. In this episode, Hannah delves into some of the most pressing and difficult ethical and social questions surrounding AI today. She explores complex issues like racial and […]
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01:33:08

#063 – Prof. YOSHUA BENGIO – GFlowNets, Consciousness & Causality

We are now sponsored by Weights and Biases! Please visit our sponsor link: http://wandb.me/MLST to get started creating a centralised, system of record for your team’s machine learning work. Patreon: https://www.patreon.com/mlst Discord: https://discord.gg/HNnAwSduud For Yoshua Bengio, GFlowNets are the most exciting thing on the horizon of Machine Learning today. He believes they can solve previously […]
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37:11

AI for Ecology and Ecosystem Preservation with Bryan Carstens – #449

Today we’re joined by Bryan Carstens, a professor in the Department of Evolution, Ecology, and Organismal Biology & Head of the Tetrapod Division in the Museum of Biological Diversity at The Ohio State University. In our conversation with Bryan, who comes from a traditional biology background, we cover a ton of ground, including a foundational […]
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40:38

SingularityNET: Modeling COVID-19 Using Simulated Agents with Intelligence and Culture – Dr. Deborah Duong

➡️ COVID-19 Simulation Summit Playlist: https://www.youtube.com/playlist?list=PLAJnaovHtaFR5puHCN4W_4o8cgIHdawDb ——————————————— 👀 About the speaker Dr. Deborah Duong is Director or AI Development at Rejuve and Director of Network Analytics at Singularity Net. The focus of her research is Complex Adaptive Systems, on the boundary between AI and Computational Social Science. She wrote the world’s first Intelligent Agent Based […]
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01:26:55

SingularityNET: Panel: Simulating the Pandemic – Perspectives on COVID-19 modeling – COVID-19 Simulation Summit

➡️ COVID-19 Simulation Summit Playlist: https://www.youtube.com/playlist?list=PLAJnaovHtaFR5puHCN4W_4o8cgIHdawDb ——————————————— 👀 About the speakers Moderator: Gina Smith, PhD Based in Hong Kong, Gina Smith, PhD is the New York Times bestselling author of Apple cofounder Steve Wozniak’s biography, iWoz, and The Genomics Age, a 2008 Barron’s Book of the Year. A former ABC News correspondent and a longtime […]
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59:20

SingularityNET: COVID-19: A Front-Line Physician's Perspective – Ray & Roger Ng, MDs – COVID-19 Simulation Summit

➡️ COVID-19 Simulation Summit Playlist: https://www.youtube.com/playlist?list=PLAJnaovHtaFR5puHCN4W_4o8cgIHdawDb ——————————————— 👀 About the speakers Roger Ng, MD is cardiologist board certified in cardiovascular diseases and internal medicine passionate about bridging technology applications and AI for healthcare. He specializes in diagnostic imaging and treatment of congenital heart disease, valvular heart disease, coronary heart disease, heart failure, and arrhythmias. He […]
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31:09

SingularityNET: Agent Based Modeling of COVID-19: Next Steps and Broader Implications – Dr. Ben Goertzel

➡️ COVID-19 Simulation Summit Playlist: https://www.youtube.com/playlist?list=PLAJnaovHtaFR5puHCN4W_4o8cgIHdawDb ——————————————— 👀 About the speaker Dr. Goertzel is one of the world’s foremost experts in Artificial General Intelligence, a subfield of AI oriented toward creating thinking machines with general cognitive capability at the human level and beyond. He has decades of expertise applying AI to practical problems in areas […]
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50:43

SingularityNET: The Coronavirus and Modeling of its Pandemic – Dr. Yaneer Bar-Yam – COVID-19 Simulation Summit

➡️ COVID-19 Simulation Summit Playlist: https://www.youtube.com/playlist?list=PLAJnaovHtaFR5puHCN4W_4o8cgIHdawDb ——————————————— 👀 About the speaker Professor Yaneer Bar-Yam holds an SB and PhD in physics from MIT. Since the late 1980s he has contributed to founding the field of complex systems science, introducing fundamental mathematical rigor, real world application, and educational programs for new concepts and insights of this […]
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59:17

SingularityNET: Modeling and Evaluating Intervention Options and Strategies for COVID-19 Containment – Dr. Eva Lee

➡️ COVID-19 Simulation Summit Playlist: https://www.youtube.com/playlist?list=PLAJnaovHtaFR5puHCN4W_4o8cgIHdawDb ——————————————— 👀 About the speaker Eva Lee Professor and Director of the Center for Operations Research in Medicine and HealthCare at Georgia Institute of Technology, a center established through funds from the National Science Foundation and the Whitaker Foundation. The center focuses on biomedicine, public health, and defense, advancing […]
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05:05

CoRL 2020, Spotlight Talk 415: Diverse Plausible Shape Completions from Ambiguous Depth Images

“**Diverse Plausible Shape Completions from Ambiguous Depth Images** Bradley Saund (University of Michigan)*; Dmitry Berenson (University of Michigan) Publication: http://corlconf.github.io/paper_415/ **Abstract** We propose PSSNet, a network architecture for generating diverse plausible 3D reconstructions from a single 2.5D depth image. Existing methods tend to produce only small variations on a single shape, even when multiple shapes […]
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04:27

CoRL 2020, Spotlight Talk 496: Harnessing Distribution Ratio Estimators for Learning Agents with …

“**Harnessing Distribution Ratio Estimators for Learning Agents with Quality and Diversity** Tanmay Gangwani (University of Illinois, Urbana Champaign)*; Jian Peng (University of Illinois at Urbana-Champaign); Yuan Zhou (UIUC) Publication: http://corlconf.github.io/paper_496/ **Abstract** Quality-Diversity (QD) is a concept from Neuroevolution with some intriguing applications to Reinforcement Learning. It facilitates learning a population of agents where each member […]
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01:09:21

SingularityNET: Agent-Based Simulation of COVID-19 Health and Economical Effects – Dr. Petronio Candido

➡️ COVID-19 Simulation Summit Playlist: https://www.youtube.com/playlist?list=PLAJnaovHtaFR5puHCN4W_4o8cgIHdawDb ——————————————— 👀 About the speaker Petrônio Cândido L. Silva is a Brazilian professor, developer, and researcher. He has a B.Sc degree in Information Systems(2005), an M.Sc degree in Informatics (2010), and a Ph.D. in Electrical Engineering(2019). Currently, he works in the Federal Institute of Minas Gerais (Brazil) and is […]
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41:16

SingularityNET: Opening & Introductory Keynote – Dr. Ben Goertzel – COVID-19 Simulation Summit

➡️ COVID-19 Simulation Summit Playlist: https://www.youtube.com/playlist?list=PLAJnaovHtaFR5puHCN4W_4o8cgIHdawDb ——————————————— 👀 About the speaker Dr. Goertzel is one of the world’s foremost experts in Artificial General Intelligence, a subfield of AI oriented toward creating thinking machines with general cognitive capability at the human level and beyond. He has decades of expertise applying AI to practical problems in areas […]
CoRL 2020, Spotlight Talk 348: Same Object, Different Grasps: Data and Semantic Knowledge for Tas…
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05:08

CoRL 2020, Spotlight Talk 348: Same Object, Different Grasps: Data and Semantic Knowledge for Tas…

“**Same Object, Different Grasps: Data and Semantic Knowledge for Task-Oriented Grasping** Adithyavairavan Murali (Carnegie Mellon University Robotics Institute)*; Weiyu Liu (Georgia Institute of Technology); Kenneth Marino (Carnegie Mellon University); Sonia Chernova (Georgia Institute of Technology); Abhinav Gupta (CMU/FAIR) Publication: http://corlconf.github.io/paper_348/ **Abstract** Despite the enormous progress and generalization in robotic grasping in recent years, existing methods […]
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37:58

Startup to IPO: Managing design teams: From seed to scale

Startup to IPO: Managing design teams: From seed to scale Join seasoned designers from Facebook, Lyft and Opendoor as they discuss the challenges and priorities of different-size design teams, look at the skills that first design-hires should have, and discuss how to better reflect diversity as the team grows. Featuring: Diego Mendes – Product Design […]
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20:46

Lightning talks: Advances in fairness in AI: From research to practice

Over the past few years, we’ve seen that artificial intelligence (AI) and machine learning (ML) provide us with new opportunities, but they also raise new challenges. Most notably, these challenges have highlighted the various ways in which AI systems can promote unfairness or reinforce existing societal stereotypes. While we can often spot fairness-related harms in […]
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F. Baumdicker: Learning from Trees: Modeling, Simulation and Inference of Microbial Genome Evolution

Franz Baumdicker is head of the Independent Research Group “Mathematical and Computational Population Genetics” and member of the Cluster of Excellence “Machine Learning for Science”. This talk was part of the colloquium of the Cluster of Excellence. Abstract: Population genetics aims to understand how the observed genetic diversity emerged. In population genetics, many theoretical results […]
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02:31:39

Women in ML Symposium 2021: Women in Machine Learning Symposium 2021 Livestream •

The Women in ML Symposium is a safe space for women and gendered minorities to come together and speak freely about career development through knowledge sharing and networking. Everyone is welcome to attend! This event focuses on empowering women to advance their careers, join open source communities, seek out leadership opportunities, and how we all […]
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37:02

Startupto IPO: How to build an inclusive workplace

Startupto IPO: How to build an inclusive workplace Tech Nation is releasing a Diversity and Inclusion (D&I) toolkit for founders to help them make their growing businesses more inclusive, looking at the best way to start the dialogue with colleagues about D&I, and using data to help build an inclusive workplace across different organisational departments. […]
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41:03

Haptic Intelligence with Katherine J. Kuchenbecker – #491

In this episode, we’re joined @Katherine J. Kuchenbecker, director at the @Max Planck Institute for Intelligent Systems. In our conversation, we explore Katherine’s research interests, which lie at the intersection of #haptics (physical interaction with the world) and #machinelearning, introducing us to the concept of “haptic intelligence.” We discuss how #ML, mainly #computervision, has been […]