·
DataBubble
  • Home
  • Models
  • News
  • Compare
  • Boards
  • Pricing
  • About
  • Newsletter
  • Methodology
  • Contact
Latest
Mira Murati steps back into the spotlight, carefully3h◆SFMambaNet: Spectral-Frequency Enhanced Selective State Space Model for Correspondence Pruning4h◆Optical-Guided Neural Collapse for SAR Few-Shot Class Incremental Learning4h◆Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models4h◆Temporal Order Matters for Agentic Memory: Segment Trees for Long-Horizon Agents4h◆Why Muon Outperforms Adam: A Curvature Perspective4h◆Vision Hopfield Memory Networks4h◆Provably Auditable and Safe LLM Agents from Human-Authored Ontologies4h◆FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment4h◆Stable Deep Reinforcement Learning via Isotropic Gaussian Representations4h◆q0: Primitives for Hyper-Epoch Pretraining4h◆Formal Semantics for Agentic Tool Protocols: A Process Calculus Approach4h◆Proof-Carrying Agent Actions: Model-Agnostic Runtime Governance for Heterogeneous Agent Systems4h◆SymTRELLIS: Symmetry-Enforced Voxel Latents for 3D Generation4h◆AgenticDiffusion: Agentic Diffusion-based Path Planning for Vision-Based UAV Navigation4h◆Widening the Gap: Exploiting LLM Quantization via Outlier Injection4h◆Evaluating Zero-Shot and One-Shot Adaptation of Small Language Models in Leader-Follower Interaction4h◆SaliMory: Orchestrating Cognitive Memory for Conversational Agents4h◆Optimizing Explicit Unit-Distance Lower-Bound Certificates4h◆MedForge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning4h◆Mira Murati steps back into the spotlight, carefully3h◆SFMambaNet: Spectral-Frequency Enhanced Selective State Space Model for Correspondence Pruning4h◆Optical-Guided Neural Collapse for SAR Few-Shot Class Incremental Learning4h◆Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models4h◆Temporal Order Matters for Agentic Memory: Segment Trees for Long-Horizon Agents4h◆Why Muon Outperforms Adam: A Curvature Perspective4h◆Vision Hopfield Memory Networks4h◆Provably Auditable and Safe LLM Agents from Human-Authored Ontologies4h◆FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment4h◆Stable Deep Reinforcement Learning via Isotropic Gaussian Representations4h◆q0: Primitives for Hyper-Epoch Pretraining4h◆Formal Semantics for Agentic Tool Protocols: A Process Calculus Approach4h◆Proof-Carrying Agent Actions: Model-Agnostic Runtime Governance for Heterogeneous Agent Systems4h◆SymTRELLIS: Symmetry-Enforced Voxel Latents for 3D Generation4h◆AgenticDiffusion: Agentic Diffusion-based Path Planning for Vision-Based UAV Navigation4h◆Widening the Gap: Exploiting LLM Quantization via Outlier Injection4h◆Evaluating Zero-Shot and One-Shot Adaptation of Small Language Models in Leader-Follower Interaction4h◆SaliMory: Orchestrating Cognitive Memory for Conversational Agents4h◆Optimizing Explicit Unit-Distance Lower-Bound Certificates4h◆MedForge: Interpretable Medical Deepfake Detection via Forgery-aware Reasoning4h◆
News/From Causal Discovery to Dynamic Causal Inference in Neural Time Series
arxiv
PublishedJune 5, 2026 at 4:00 AM

From Causal Discovery to Dynamic Causal Inference in Neural Time Series

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

arXiv:2603.20980v3 Announce Type: replace Abstract: Time-varying causal models provide a powerful framework for studying dynamic scientific systems, yet most existing approaches assume that the underlying causal network is known a priori - an assumption rarely satisfied in real-world domains where c

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
arxivSFMambaNet: Spectral-Frequency Enhanced Selective State Space Model for Correspondence Pruning4harxivOptical-Guided Neural Collapse for SAR Few-Shot Class Incremental Learning4harxivDynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models4harxivTemporal Order Matters for Agentic Memory: Segment Trees for Long-Horizon Agents4h
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