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Machine Learning and Knowledge Discovery

INESC-ID · Rua Alves Redol 9, 1000-029 Lisboa, Portugal

INESC-IDInstituto Superior TécnicoELLIS Lisbon

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30 results

Engineering FAIR Privacy-preserving Applications that Learn Histories of Disease
Publication match 58%
Efficient Learning of Bayesian Network Classifiers
Publication match 55%
Machine Learning as a magnifying glass to study society
Event match 53%
Evaluating generalization in Deep Reinforcement Learning with Procedural Generated Environments
Dissertation match 46%
DE-COP: Detecting Copyrighted Content in Language Models Training Data
Event match 45%
Un modelo de recuperación de información basado en SVMs
Publication match 45%
Learning Concepts by Synthesizing Minimal Threshold Gate Networks
Publication match 45%
DIS-CO: Discovering Copyrighted Content in VLMs Training Data
Publication match 44%
Invariant Feature Learning for OOD Robust Image Classification Models
Event match 44%
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Event match 43%
DE-COP: Detecting Copyrighted Content in Language Models Training Data
Publication match 43%
UN MODELO DE RECUPERACIÓN DE INFORMACIÓN BASADO EN SVMs INFORMATION RETRIEVAL MODEL BASED ON SVMS
Publication match 42%
Discriminative Learning of Bayesian Networks via Factorized Conditional Log-Likelihood
Publication match 42%
Pre-trained VGG16 model for forensic dental age estimation
Publication match 41%
Deep learning when data is scarce
Dissertation match 41%
DIS-CO: Discovering Copyrighted Content in VLMs Training Data
Event match 41%
Contrastive Model Inversion for Data-Free Knowledge Distillation
Event match 41%
Pretraining the Vision Transformer using self-supervised methods for vision-based deep reinforcement learning
Dissertation match 40%
Assessing Large Language Models for information verification in Portuguese
Dissertation match 40%
Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging Segmentation
Publication match 39%
Assessing Policy, Loss and Planning Combinations in Reinforcement Learning Using a New Modular Architecture
Publication match 39%
Self-Verification Improves Few-Shot Clinical Information Extraction
Event match 39%
Controversial stimuli: Pitting neural networks against each other as models of human cognition
Event match 39%
Hybrid Prompt Optimization for Sparse Autoencoder Feature Visualization in Large Language Models
Dissertation match 39%
Pretraining the Vision Transformer Using Self-Supervised Methods for Vision Based Deep Reinforcement Learning
Publication match 39%
Semi-supervised single-label text categorization using centroid-based classifiers
Publication match 39%
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
Event match 39%
Learning bayesian networks consistent with the optimal branching
Publication match 38%
DeepThought: An Architecture for Autonomous Self-motivated Systems
Publication match 38%
GRISOTTO: A greedy approach to improve combinatorial algorithms for motif discovery with prior knowledge
Publication match 38%