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OptimizingoverMultipleDistributionsunder Generalized Quasar-ConvexityCondition

Neural Information Processing Systems

When f is convex with respect tox, many efficient algorithms can be powerful tools for solving Problem(1). One well-known algorithm is mirror descent (MD) [5]which is based on Bregman divergence.



Why has Elon Musk merged his rocket company with his AI startup?

The Guardian

A key part of the SpaceX-xAI deal's rationale is to move datacentres - the central nervous system of AI tools - into space. A key part of the SpaceX-xAI deal's rationale is to move datacentres - the central nervous system of AI tools - into space. Why has Elon Musk merged his rocket company with his AI startup? SpaceX's acquisition of xAI creates business worth $1.25tn but whether premise behind deal will work is questioned The acquisition of xAI by SpaceX is a typical Elon Musk deal: big numbers backed by big ambition. As well as extending "the light of consciousness to the stars", as Musk described it, the transaction creates a business worth $1.25tn (ยฃ920bn) by combining Musk's rocket company with his artificial intelligence startup.




Trans Tab: LearningTransferableTabular TransformersAcrossTables

Neural Information Processing Systems

Tabular data (or tables) are the most widely used data format in machine learning (ML). However,ML models often assume the table structure keeps fixed in training and testing. Before ML modeling, heavy data cleaning is required to merge disparate tables with different columns.