Causal ML

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I spent hours testing Claude Opus 4.8 โ€” these are the 5 biggest upgrades

ย ๐Ÿ”—Causal Inference
androidauthority.comยท

Monte Carlo Pass Search: Using Trajectory Generation for 3D Counterfactual Pass Evaluation in Football

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

Counterfactual Reasoning for Fine-Grained Evidence Disentanglement in VideoQA

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

Flow Matching with In-Context Priors for Out-of-Distribution Brain Dynamics

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

scCBGM: Interpretable Single-Cell Counterfactual Editing

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

From Prompts to Tokens: Internalizing Causal Supervision in Vision-Language Model for Multi-Image Causal Reasoning

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

The Protein Bar Myth: How โ€˜High-Proteinโ€™ Labels Hide Sugar, Fat, and Inflammation

ย ๐Ÿ”—Causal Inference
easternherald.comยท

Self-Supervised Relevance Modelling in Autonomous Driving via Counterfactual Analysis

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

CausalAlpha: A Real-Time Geopolitical Risk Index from OSINT Channels for Causal Discovery in Financial Markets

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

Aumann-SHAP: The Geometry of Counterfactual Interaction Explanations in Machine Learning

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

MetaPlate: Counterfactual-Guided RAG-LLM Tool for Personalized Food Recommendation and Hyperglycemia Prevention

ย ๐Ÿค–recommendation systems, LLM, large langurage model ย Content type: Academic
arxiv.orgยท

Estimating Representative Causal Effects with Double Machine Learning

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

Decoupling Thought from Speech: Knowledge-Grounded Counterfactual Reasoning for Resilient Multi-Agent Argumentation

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

Counterfactual Transport Flows for Offline Conservative Trajectory Refinement

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

Act on What You See: Unlocking Safe Social Navigation in Vision-Language-Action Models

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

Causal Agent Replay: Counterfactual Attribution for LLM-Agent Failures

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

Phi-Actor-Critic: Steering General-Sum Games to Pareto-Efficient Correlated Equilibria

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

Beyond Additivity: Causal Discovery in Location-Scale Noise Models with Hidden Variables

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท

DynaCF: Mitigating Shortcut Learning in Reward Models via Dynamic Counterfactual Sensitivity

ย ๐Ÿค–recommendation systems, LLM, large langurage model ย Content type: Academic
arxiv.orgยท

VeriDrive: Verifiable Counterfactual Supervision for Cost-Efficient Vision-Language Planning

ย ๐Ÿ”—Causal Inference ย Content type: Academic
arxiv.orgยท
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