·
DataBubble
  • Home
  • Models
  • News
  • Compare
  • Boards
  • Pricing
  • About
  • Newsletter
  • Methodology
  • Contact
Latest
DBMol: Design of High-Affinity, Target-Specific Small Molecules through Structure Prediction Models4h◆HPD-Parsing: Hierarchical Parallel Document Parsing4h◆ARMOR: Stabilizing On-Policy LLM RL with Off-Policy Anchor Samples4h◆Convolution for Large Language Models4h◆Calibrated Selective Fact-Checking via Evidence Chain Evaluation4h◆Incomplete Observations Boost Evolutionary Performance in Ocean Modeling4h◆AMICA-Python: Adaptive Mixture Independent Component Analysis with Anderson Acceleration4h◆Conditioned Direct Feedback Alignment via Activity and Error Geometry4h◆On the Diverse Dynamical Behaviors Arising in Deep Linear Transformers4h◆A Self-Evolving Default Action for Cooperative Tasks with Continuous Action Space4h◆BRIDGE: Bottleneck-Aware Regulator-Set Inference and Diagnosis for Cooperative Gene Regulatory Recovery4h◆Decafs: Disentangled Conditional adversarial Flows4h◆Relative Positions Generalize, Absolute Positions Memorize: An Implicit-Bias Account of Length Generalization in Attention4h◆Low-Rank Evolutionary Deep Neural Networks via Adaptive Tangent-Space Reduction4h◆Pain in 3D: Generating Controllable Synthetic Faces for Automated Pain Assessment4h◆DeepPAAC: A New Deep Galerkin Method for Principal-Agent Problems4h◆Agents in the Wild: Where Research Meets Deployment4h◆Market Strategy Evaluation for Prosumers in Local Electricity Markets4h◆SAAG: Structured Agent Assessment and Grounding4h◆MambaLSTM: A Spatio-Temporal Framework for Enhanced Traffic Accident Risk Prediction4h◆DBMol: Design of High-Affinity, Target-Specific Small Molecules through Structure Prediction Models4h◆HPD-Parsing: Hierarchical Parallel Document Parsing4h◆ARMOR: Stabilizing On-Policy LLM RL with Off-Policy Anchor Samples4h◆Convolution for Large Language Models4h◆Calibrated Selective Fact-Checking via Evidence Chain Evaluation4h◆Incomplete Observations Boost Evolutionary Performance in Ocean Modeling4h◆AMICA-Python: Adaptive Mixture Independent Component Analysis with Anderson Acceleration4h◆Conditioned Direct Feedback Alignment via Activity and Error Geometry4h◆On the Diverse Dynamical Behaviors Arising in Deep Linear Transformers4h◆A Self-Evolving Default Action for Cooperative Tasks with Continuous Action Space4h◆BRIDGE: Bottleneck-Aware Regulator-Set Inference and Diagnosis for Cooperative Gene Regulatory Recovery4h◆Decafs: Disentangled Conditional adversarial Flows4h◆Relative Positions Generalize, Absolute Positions Memorize: An Implicit-Bias Account of Length Generalization in Attention4h◆Low-Rank Evolutionary Deep Neural Networks via Adaptive Tangent-Space Reduction4h◆Pain in 3D: Generating Controllable Synthetic Faces for Automated Pain Assessment4h◆DeepPAAC: A New Deep Galerkin Method for Principal-Agent Problems4h◆Agents in the Wild: Where Research Meets Deployment4h◆Market Strategy Evaluation for Prosumers in Local Electricity Markets4h◆SAAG: Structured Agent Assessment and Grounding4h◆MambaLSTM: A Spatio-Temporal Framework for Enhanced Traffic Accident Risk Prediction4h◆
News/Fundamental limits of distributed multiclass classification from simple binary decisions
arxiv
PublishedJuly 22, 2026 at 4:00 AM

Fundamental limits of distributed multiclass classification from simple binary decisions

Source
arxiv.orgfull article ↗
Read on arxiv→
Publisher summary· verbatim

arXiv:2607.19334v1 Announce Type: cross Abstract: We consider the problem of constructing a $K$-class classifier from the combination of $O(\log K)$ simple binary classifiers -- this is a natural paradigm to construct a sophisticated classifier in a distributed manner with each agent performing a re

Stay posted· Newsletter

A 5-min weekly brief — top movers, price watch, story of the week.

// no spam · unsubscribe one-click · free forever

Discussion
Source
↗
arxiv
Read original ↗All from arxiv →

No replies yet. Be first.

Source
↗
arxiv
Read original ↗All from arxiv →

Related coverage

More from ARXIV
arxivDBMol: Design of High-Affinity, Target-Specific Small Molecules through Structure Prediction Models4harxivHPD-Parsing: Hierarchical Parallel Document Parsing4harxivARMOR: Stabilizing On-Policy LLM RL with Off-Policy Anchor Samples4harxivConvolution for Large Language Models4h
The Bubble Brief
WEEKLY

Read AI insights every Tuesday — top movers, new releases, story of the week.

// no spam · unsubscribe one-click · free forever

Originally published on arxiv ↗
HomeModelsNews