single node training. and that makes a difference. i’m not fully sold about amd and multinode large scale training, but one step at a time
MACHINE LEARNING
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Which Technologies Have the Greatest Impact on Humanity?
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Which of these do you think are having the bigger impact on humanity?
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TMLR Announces First Selection of Expert Reviewers
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We have just finalized our first selection of TMLR Expert Reviewers. These are reviewers who have done particularly exemplary work in evaluating TMLR submissions. See the following page for details and the list of reviewers:
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TMLR Expert Certification Program for Published Papers
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Additionally, to highlight their contribution and expertise, any paper they publish at TMLR is also given an Expert Certification. Check out the following page to find the list of these papers so far:
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Skill vs Intelligence: Understanding AI Misconceptions
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Most misconceptions about AI would be cleared if folks had a decent understanding of the distinction between skill and intelligence, and between memorization and generalization.
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Google Tackles Machine Unlearning: The AI Forgetting Challenge
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we hear a lot about machine learning, but get ready for machine *un*learning/forgetting — getting an AI model to disregard what it picked up from training data, which is very tricky! looks like google is starting to take it seriously with this challenge.
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Top 9 Machine Learning Algorithms Infographic Showcase
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Check out this awesome infographic by @datasciencedojo showcasing the top 9 machine learning algorithms! #MachineLearning #DataScience #AI #Algorithms #Tech #Innovation via @ingliguori
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Synthetic Data Effectiveness: Practical Applications and Limitations
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OK that’s a much more defensible claim. It will be interesting to see whether synthetic data works in practice, and if so, where it is most and least effective. But we can’t rule out its potential a priori.
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From Implicit to Explicit: AI and Mathematical Discovery
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Alphazero, trained on synthetic data, was able to discover novel knowledge that enabled it to defeat real world human Go players. Likewise, number theorists can create new knowledge, though perhaps it was “implicit” all along. Going from implicit to explicit is valuable.
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Hugging Face Hub Updates Default Sorting to Trending Likes
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small Hub update! can you spot it? We switched the default for models, datasets, and Spaces on @huggingface to now be sorted by number of Likes over the last 30 days (aka. the "Trending" view) You can still sort by the previous default (Most Downloads) if you want