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๐Ÿ•ธ๏ธ Graph Embeddings

Network Analysis, Node2Vec, Knowledge Graphs, Relationship Modeling

See the Bigger Picture: Image Feature Engineering for Search & Recs
shaped.aiยท3d
๐Ÿ“ŠLearned Metrics
Greedy Is Good. Less Greedy May Be Better
gojiberries.ioยท23hยท
Discuss: Hacker News
๐ŸงฎKolmogorov Complexity
Joint Embedding Predictive Architecture for self-supervised pretraining on polymer molecular graphs
arxiv.orgยท1d
๐Ÿ•ธ๏ธAlgebraic Topology
A Brain-to-Population Graph Learning Framework for Diagnosing Brain Disorders
arxiv.orgยท2d
๐Ÿง Machine Learning
Text2Struct: A Machine Learning Pipeline for Mining Structured Data from Text
arxiv.orgยท1d
๐Ÿ”คCharacter Classification
Gradient Descent on Token Input Embeddings: A ModernBERT experiment
dev.toยท2dยท
Discuss: DEV
๐Ÿ“ŠLearned Metrics
A family of graph GOSPA metrics for graphs with different sizes
arxiv.orgยท1d
๐Ÿ”—Graph Isomorphism
Mastering Multivariate Analysis: A Guide for Data Science Enthusiasts
dev.toยท1dยท
Discuss: DEV
๐Ÿ“ŠVector Quantization
Amplifying Machine Learning Attacks Through Strategic Compositions
arxiv.orgยท1d
โš”๏ธLean Tactics
CLOUD: A Scalable and Physics-Informed Foundation Model for Crystal Representation Learning
arxiv.orgยท1d
๐Ÿ’ŽInformation Crystallography
Named Entity Recognition using Bidirectional LSTM and Conditional Random Fields
dev.toยท3dยท
Discuss: DEV
๐Ÿค–Grammar Induction
FedNAMs: Performing Interpretability Analysis in Federated Learning Context
arxiv.orgยท1d
๐Ÿง Machine Learning
Beyond Static Models: Hypernetworks for Adaptive and Generalizable Forecasting in Complex Parametric Dynamical Systems
arxiv.orgยท20h
๐Ÿ“ˆTime Series
An All-Around Better Horse
patrickhebron.comยท6hยท
Discuss: Hacker News
๐Ÿง Knowledge Management
GLIMPSE: Gradient-Layer Importance Mapping for Prompted Visual Saliency Explanation for Generative LVLMs
arxiv.orgยท20h
๐Ÿ“ŠLearned Metrics
Conversational Intent-Driven GraphRAG: Enhancing Multi-Turn Dialogue Systems through Adaptive Dual-Retrieval of Flow Patterns and Context Semantics
arxiv.orgยท20h
๐ŸงฎProlog Parsing
Refined Causal Graph Structure Learning via Curvature for Brain Disease Classification
arxiv.orgยท2d
๐ŸŒ€Differential Geometry
Machine Learning Fundamentals: accuracy with python
dev.toยท1dยท
Discuss: DEV
๐Ÿ‘๏ธObservatory Systems
LLMs for Customized Marketing Content Generation and Evaluation at Scale
arxiv.orgยท1d
๐Ÿ“ŠFeed Optimization
Towards a Unified Textual Graph Framework for Spectral Reasoning via Physical and Chemical Information Fusion
arxiv.orgยท1d
๐Ÿ“ŠSpectral Graphs
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