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Precise Asymptotic Generalization for Multiclass Classification with Overparameterized Linear Models
Neural Information Processing Systems
We fully resolve the conjecture posed in Subramanian et al. (2022),
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- North America > United States > California > Alameda County > Berkeley (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (1.00)
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- Africa > Middle East > Tunisia > Ben Arous Governorate > Ben Arous (0.04)
- Asia > Japan > Honshลซ > Kantล > Tokyo Metropolis Prefecture > Tokyo (0.04)
- North America > United States > California > Alameda County > Berkeley (0.04)
- Europe > United Kingdom > England > Cambridgeshire > Cambridge (0.04)
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Online Ad Procurement in Non-stationary Autobidding Worlds
Neural Information Processing Systems
Today's online advertisers procure digital ad impressions through interacting with
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- South America > Chile > Santiago Metropolitan Region > Santiago Province > Santiago (0.04)
- North America > United States > Michigan (0.04)
- North America > United States > Massachusetts > Middlesex County > Cambridge (0.04)
- North America > United States > Illinois > Cook County > Chicago (0.04)
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- Marketing (1.00)
- Information Technology > Services (0.93)
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- North America > United States > Massachusetts > Suffolk County > Boston (0.04)
- North America > United States > California > San Diego County > San Diego (0.04)
- North America > United States > Texas > Travis County > Austin (0.04)
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- Information Technology > Software (1.00)
- Information Technology > Security & Privacy (1.00)
- Information Technology > Data Science (0.93)
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Neural Injective Functions
Neural Information Processing Systems
Injective multiset functions have a key role in the theoretical study of machine learning on multisets and graphs.
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- Asia > Middle East > Israel > Haifa District > Haifa (0.04)
- North America > United States (0.04)
- Europe > France (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.94)
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- North America > Canada > British Columbia (0.04)
- Asia > Japan > Honshลซ > Chลซbu > Ishikawa Prefecture > Kanazawa (0.04)
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- Health & Medicine > Consumer Health (0.94)
- Information Technology > Security & Privacy (0.68)
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- Europe > Switzerland > Vaud > Lausanne (0.04)
- Asia > Japan > Honshลซ > Chลซbu > Ishikawa Prefecture > Kanazawa (0.04)
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GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation
Neural Information Processing Systems
With high quality image generation achieved, the next critical step is to enhance user controllability.
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- North America > Canada > Quebec > Montreal (0.15)
- North America > United States (0.14)
- Europe > Netherlands > North Holland > Amsterdam (0.05)
- North America > Canada > Ontario > Waterloo Region > Waterloo (0.04)
Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.69)
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- North America > United States (0.28)
- Oceania > Australia > Victoria > Melbourne (0.04)
- Europe > Finland > Uusimaa > Helsinki (0.04)
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- Health & Medicine > Therapeutic Area > Oncology (1.00)
- Banking & Finance (1.00)
- Health & Medicine > Therapeutic Area > Endocrinology (0.68)
- Information Technology (0.67)
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