Mário Figueiredo
10 papers · 2006–2020 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (26) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Diamond 🐣 Hot Topic Early Bird
🌱
Topic Pioneer
🌟
Keyword Trendsetter Combo
(3)
🧭
Keyword Pioneer
📈
Trend Setter
🌈
Renaissance Researcher
(8)
🚀
Conference Pioneer
🗃️
Keyword Collector
(53)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Mathematics & Optimization
(3)
Optimization & Theory
(3)
Bayesian & Probabilistic
(2)
Learning Types
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Analysis
(1)
Keywords
statistical learning
(1)
model compression
(1)
penalty parameter
(1)
image segmentation
(1)
semi-supervised learning
(1)
online learning
(1)
structured prediction
(1)
em algorithm
(1)
feature selection
(1)
graph theory
(1)
prior knowledge clustering
(1)
semi-supervised clustering
(1)
network structure inference
(1)
causal discovery
(1)
attention mechanism
(1)
dependency parsing
(1)
expectation maximization
(1)
handwriting recognition
(1)
constrained optimization
(1)
bayesian clustering
(1)
Papers
Sparse and Continuous Attention Mechanisms
NeurIPS 2020
LEARNING TO SHARE: SIMULTANEOUS PARAMETER TYING AND SPARSIFICATION IN DEEP LEARNING
ICLR 2018
Adaptive ADMM with Spectral Penalty Parameter Selection
AISTATS 2017
Ordered Weighted L1 Regularized Regression with Strongly Correlated Covariates: Theoretical Aspects
AISTATS 2016
Dual Decomposition with Many Overlapping Components
EMNLP 2011
Online Learning of Structured Predictors with Multiple Kernels
AISTATS 2011
Structured Sparsity in Structured Prediction
EMNLP 2011
Turbo Parsers: Dependency Parsing by Approximate Variational Inference
EMNLP 2010
Clustering Under Prior Knowledge with Application to Image Segmentation
NeurIPS 2006
Inferring Network Structure from Co-Occurrences
NeurIPS 2006