South America
Panacea: Pareto Alignment via Preference Adaptation for LLMs
Neural Information Processing Systems
Panacea trains a single model capable of adapting online and Pareto-optimally to diverse sets of preferences without the need for further tuning.
Country:
- Asia > China > Hong Kong (0.04)
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- (2 more...)
Technology:
- Information Technology > Artificial Intelligence > Representation & Reasoning > Optimization (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.98)
Country:
- South America > Peru > Cusco Department > Cusco Province > Cusco (0.04)
- North America > United States > Pennsylvania > Allegheny County > Pittsburgh (0.04)
Industry:
- Leisure & Entertainment (0.67)
- Education > Educational Setting > Online (0.67)
Technology:
- Information Technology > Artificial Intelligence > Robots (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Reinforcement Learning (0.69)
- Information Technology > Artificial Intelligence > Representation & Reasoning > Agents (0.67)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.67)
Country:
- Asia > Japan (0.04)
- North America > Canada > Ontario > Toronto (0.04)
- Asia > Middle East > Jordan (0.04)
- (7 more...)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
Industry:
- Health & Medicine (1.00)
- Education (1.00)
- Information Technology > Security & Privacy (0.67)
Symmetries in Overparametrized Neural Networks: A Mean-Field View
Neural Information Processing Systems
SL techniques to be studied.
Country:
- North America > United States > California > San Francisco County > San Francisco (0.14)
- South America > Chile (0.04)
- Europe > France (0.04)
- (4 more...)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.67)
Technology:
Country:
- North America > United States (0.14)
- Asia > Japan > Honshลซ > Kantล > Tokyo Metropolis Prefecture > Tokyo (0.05)
- South America > Colombia > Meta Department > Villavicencio (0.04)
- Europe > United Kingdom > England > Greater London > London (0.04)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
Industry:
- Health & Medicine (0.67)
- Information Technology (0.67)
Technology:
Country:
- North America > United States (0.28)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.13)
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
Genre:
- Research Report > Experimental Study (1.00)
- Research Report > New Finding (0.92)
- Workflow (0.67)
Industry:
- Health & Medicine > Therapeutic Area > Oncology (1.00)
- Health & Medicine > Pharmaceuticals & Biotechnology (1.00)
- Health & Medicine > Epidemiology (0.93)
Country:
- South America > Brazil (0.04)
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- Asia > Myanmar > Tanintharyi Region > Dawei (0.04)
- (3 more...)
Genre:
- Research Report > Experimental Study (0.93)
- Research Report > New Finding (0.68)
Technology:
Country:
- Europe > Germany > Berlin (0.14)
- South America > Peru > Lima Department > Lima Province > Lima (0.04)
- Europe > Germany > Brandenburg > Potsdam (0.04)
- Europe > Germany > Bavaria > Upper Bavaria > Munich (0.04)
Industry:
- Health & Medicine > Diagnostic Medicine (0.95)
- Health & Medicine > Therapeutic Area > Oncology (0.68)
Technology:
Faster Differentially Private Top-k Selection: A Joint Exponential Mechanism with Pruning Hao WU
Neural Information Processing Systems
Their algorithm has a time and space complexity of O ( dk) .
Country:
- Europe > Denmark > Capital Region > Copenhagen (0.04)
- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
- North America > United States > Rhode Island > Providence County > Providence (0.04)
- (5 more...)
Technology:
Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes Jerry Y ao-Chieh Hu Dennis Wu
Neural Information Processing Systems
We study the optimal memorization capacity of modern Hopfield models and Kernelized Hopfield Models (KHMs), a transformer-compatible class of Dense Associative Memories.
Country:
- South America > Brazil (0.04)
- North America > United States > Illinois > Cook County > Evanston (0.04)
- Europe > Austria > Vienna (0.04)
- Asia > Middle East > Jordan (0.04)
Genre:
- Research Report > New Finding (1.00)
- Research Report > Experimental Study (1.00)
Technology:
- 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 > Statistical Learning (0.93)
- (4 more...)