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📐 Information Geometry

Metric Spaces, Divergence Measures, Statistical Manifolds, Geometric Statistics

Hybrid Diffusion Policies with Projective Geometric Algebra for Efficient Robot Manipulation Learning
arxiv.org·7h
🌀Riemannian Computing
10 NumPy One-Liners to Simplify Feature Engineering
machinelearningmastery.com·23h
🧠Machine Learning
On the Effectiveness of Methods and Metrics for Explainable AI in Remote Sensing Image Scene Classification
arxiv.org·7h
📊Learned Metrics
Node-neighbor subnetworks and Hk-core decomposition
arxiv.org·1d
🕸️Network Topology
Gaussian Process-Based Active Exploration Strategies in Vision and Touch
arxiv.org·7h
🌀Differential Geometry
Incorporating Interventional Independence Improves Robustness against Interventional Distribution Shift
arxiv.org·7h
📈Mutual Information
Dynamic Rank Adaptation for Vision-Language Models
arxiv.org·7h
📊Learned Metrics
DREAM: Document Reconstruction via End-to-end Autoregressive Model
arxiv.org·7h
🤖Manuscript AI
Normalizing Diffusion Kernels with Optimal Transport
arxiv.org·7h
🌀Differential Geometry
SPATIA: Multimodal Model for Prediction and Generation of Spatial Cell Phenotypes
arxiv.org·1d
🕸️Algebraic Topology
Semantic Certainty Assessment in Vector Retrieval Systems: A Novel Framework for Embedding Quality Evaluation
arxiv.org·7h
🧮Vector Embeddings
Topic Modeling and Link-Prediction for Material Property Discovery
arxiv.org·7h
🧭Content Discovery
MGAA: Multi-Granular Adaptive Allocation fof Low-Rank Compression of LLMs
arxiv.org·1d
🧠Machine Learning
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA
arxiv.org·7h
🕳️Persistent Homology
Features are fate: a theory of transfer learning in high-dimensional regression
arxiv.org·7h
🧠Machine Learning
From ID-based to ID-free: Rethinking ID Effectiveness in Multimodal Collaborative Filtering Recommendation
arxiv.org·7h
🎯Recommendation Metrics
A Data-Driven Novelty Score for Diverse In-Vehicle Data Recording
arxiv.org·1d
🧠Machine Learning
$k$-means considered harmful: On arbitrary topological changes in Mapper complexes
arxiv.org·7h
🕸️Algebraic Topology
Differential Attention for Multimodal Crisis Event Analysis
arxiv.org·1d
🌀Differential Geometry
Entropy measures as indicators of connectivity paths in the human brain
arxiv.org·1d
📡Information theory
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