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Causal ML
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Causal Discovery, Counterfactuals, Structural Models
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I spent hours testing Claude Opus 4.8 โ these are the 5 biggest upgrades
ย
๐
Causal Inference
androidauthority.com
ยท
3d
3 days ago
Actions for I spent hours testing Claude Opus 4.8 โ these are the 5 biggest upgrades
Monte Carlo Pass Search: Using Trajectory Generation for 3D
Counterfactual
Pass Evaluation in Football
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
2d
2 days ago
Actions for Monte Carlo Pass Search: Using Trajectory Generation for 3D Counterfactual Pass Evaluation in Football
Counterfactual
Reasoning for Fine-Grained Evidence Disentanglement in VideoQA
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for Counterfactual Reasoning for Fine-Grained Evidence Disentanglement in VideoQA
Flow Matching with In-Context Priors for Out-of-Distribution Brain Dynamics
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
1d
1 day ago
Actions for Flow Matching with In-Context Priors for Out-of-Distribution Brain Dynamics
scCBGM: Interpretable Single-Cell
Counterfactual
Editing
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for scCBGM: Interpretable Single-Cell Counterfactual Editing
From Prompts to Tokens: Internalizing
Causal
Supervision in Vision-Language
Model
for Multi-Image
Causal
Reasoning
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
1d
1 day ago
Actions for From Prompts to Tokens: Internalizing Causal Supervision in Vision-Language Model for Multi-Image Causal Reasoning
The Protein Bar Myth: How โHigh-Proteinโ Labels Hide Sugar, Fat, and Inflammation
ย
๐
Causal Inference
easternherald.com
ยท
5d
5 days ago
Actions for The Protein Bar Myth: How โHigh-Proteinโ Labels Hide Sugar, Fat, and Inflammation
Self-Supervised Relevance
Modelling
in Autonomous Driving via
Counterfactual
Analysis
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
2d
2 days ago
Actions for Self-Supervised Relevance Modelling in Autonomous Driving via Counterfactual Analysis
CausalAlpha
: A Real-Time Geopolitical Risk Index from OSINT Channels for Causal
Discovery
in Financial Markets
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
4d
4 days ago
Actions for CausalAlpha: A Real-Time Geopolitical Risk Index from OSINT Channels for Causal Discovery in Financial Markets
Aumann-SHAP: The Geometry of
Counterfactual
Interaction Explanations in
Machine
Learning
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
4d
4 days ago
Actions for Aumann-SHAP: The Geometry of Counterfactual Interaction Explanations in Machine Learning
MetaPlate:
Counterfactual-Guided
RAG-LLM Tool for Personalized Food Recommendation and Hyperglycemia Prevention
ย
๐ค
recommendation systems, LLM, large langurage model
ย
Content type:
Academic
arxiv.org
ยท
2d
2 days ago
Actions for MetaPlate: Counterfactual-Guided RAG-LLM Tool for Personalized Food Recommendation and Hyperglycemia Prevention
Estimating Representative
Causal
Effects
with
Double
Machine Learning
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
4d
4 days ago
Actions for Estimating Representative Causal Effects with Double Machine Learning
Decoupling Thought from Speech: Knowledge-Grounded
Counterfactual
Reasoning for Resilient Multi-Agent Argumentation
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
2d
2 days ago
Actions for Decoupling Thought from Speech: Knowledge-Grounded Counterfactual Reasoning for Resilient Multi-Agent Argumentation
Counterfactual
Transport Flows for Offline Conservative Trajectory Refinement
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for Counterfactual Transport Flows for Offline Conservative Trajectory Refinement
Act on What You See: Unlocking Safe Social Navigation in Vision-Language-Action
Models
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
2d
2 days ago
Actions for Act on What You See: Unlocking Safe Social Navigation in Vision-Language-Action Models
Causal
Agent Replay:
Counterfactual
Attribution for LLM-Agent Failures
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for Causal Agent Replay: Counterfactual Attribution for LLM-Agent Failures
Phi-Actor-Critic: Steering General-Sum Games to Pareto-Efficient Correlated Equilibria
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
1d
1 day ago
Actions for Phi-Actor-Critic: Steering General-Sum Games to Pareto-Efficient Correlated Equilibria
Beyond Additivity:
Causal
Discovery
in Location-Scale Noise
Models
with Hidden Variables
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for Beyond Additivity: Causal Discovery in Location-Scale Noise Models with Hidden Variables
DynaCF: Mitigating Shortcut
Learning
in Reward
Models
via Dynamic
Counterfactual
Sensitivity
ย
๐ค
recommendation systems, LLM, large langurage model
ย
Content type:
Academic
arxiv.org
ยท
3d
3 days ago
Actions for DynaCF: Mitigating Shortcut Learning in Reward Models via Dynamic Counterfactual Sensitivity
VeriDrive: Verifiable
Counterfactual
Supervision for Cost-Efficient Vision-Language Planning
ย
๐
Causal Inference
ย
Content type:
Academic
arxiv.org
ยท
4d
4 days ago
Actions for VeriDrive: Verifiable Counterfactual Supervision for Cost-Efficient Vision-Language Planning
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