Education
Symbolic Regression with a Learned Concept Library
Neural Information Processing Systems
SR, uses zero-shot queries to a large language model (LLM) to discover and evolve abstract concepts occurring in known high-performing hypotheses.
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- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
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- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.93)
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- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Evolutionary Systems (1.00)
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- North America > United States (0.28)
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- Education (0.68)
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Distributed Stochastic Optimization via Adaptive SGD
Ashok Cutkosky, Rรณbert Busa-Fekete
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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- Asia > Middle East > Jordan (0.04)
- North America > United States > Nevada (0.04)
- North America > Canada > Quebec > Montreal (0.04)
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
Curvilinear Distance Metric Learning
Shuo Chen, Lei Luo, Jian Yang, Chen Gong, Jun Li, Heng Huang
Neural Information Processing Systems
Neural Information Processing Systems http://nips.cc/
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- North America > United States > Massachusetts > Middlesex County > Cambridge (0.14)
- Oceania > Australia (0.04)
- Asia > China > Jiangsu Province > Nanjing (0.04)
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- Asia > Middle East > Jordan (0.04)
- Asia > China > Hong Kong (0.04)
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.04)
Industry: Education (0.45)
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- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.92)
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- Asia > Middle East > Jordan (0.04)
- Asia > China > Hong Kong (0.04)
- Europe > United Kingdom > England > Oxfordshire > Oxford (0.04)
Industry: Education (0.46)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Undirected Networks > Markov Models (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.93)
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems
Neural Information Processing Systems
This allows us to depict richer global behaviors of SAM.
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- Europe > Switzerland > Zรผrich > Zรผrich (0.14)
- Europe > Romania > Sud - Muntenia Development Region > Giurgiu County > Giurgiu (0.04)
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- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.67)
Industry: Education (0.45)
Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization
Neural Information Processing Systems
Aiming to address this limitation, we present Easy2Hard-Bench, a consistently formatted collection of 6 benchmark datasets spanning various domains, such as mathematics and programming problems, chess puzzles, and reasoning questions.
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- Overview (1.00)
- Research Report > New Finding (0.92)
- Questionnaire & Opinion Survey (0.67)
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- Law (1.00)
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- Information Technology > Security & Privacy (0.93)
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- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- Europe > France (0.04)
- Asia > Middle East > Jordan (0.04)
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- Education (0.69)
- Health & Medicine > Therapeutic Area (0.68)
- Health & Medicine > Pharmaceuticals & Biotechnology (0.68)
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- North America > United States > Minnesota > Hennepin County > Minneapolis (0.14)
- Europe > Bulgaria (0.04)
- Europe > Belgium > Brussels-Capital Region > Brussels (0.04)
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Industry: Education (0.68)
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