Mario A. T. Figueiredo
12 papers · 2009–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (12) π Conference Polyglot (7) π Academic Marathon (16) π Renaissance Researcher (5)
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Keyword Pioneer
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Conference Polyglot
(7)
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Academic Marathon
(16)
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Topic Evolution
π
Century Club
(11)
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Conference Pioneer
π
Trend Setter
Conferences
CLEAR (3)
JMLR (3)
AISTATS (1)
CVPR (1)
ICCV (1)
ICML (1)
MIDL (1)
NAACL (1)
Top co-authors
Keywords
structural causal model
(2)
causal discovery
(2)
alternating direction method of multiplier
(2)
variational inference
(2)
model interpretability
(1)
medical imaging
(1)
gradient-based optimization
(1)
optimization theory
(1)
convergence analysis
(1)
distributed optimization
(1)
data augmentation
(1)
text categorization
(1)
map inference
(1)
mutual information
(1)
exponential family
(1)
sparse distribution
(1)
magnetic resonance imaging
(1)
exponential families
(1)
attention mechanism
(1)
convex optimization
(1)
Papers
Sparse Activations as Conformal Predictors
AISTATS 2025
Data Augmentation for Medical Imaging: Counterfactual Simulation of Acquisition Parameters via Conditional Diffusion Model
MIDL 2025
DiConStruct: Causal Concept-based Explanations through Black-Box Distillation
CLEAR 2024
Distinguishing Cause from Effect on Categorical Data: The Uniform Channel Model
CLEAR 2023
Differentiable Causal Discovery Under Latent Interventions
CLEAR 2022
Sparse Continuous Distributions and Fenchel-Young Losses
JMLR 2022
Adaptive Consensus ADMM for Distributed Optimization
ICML 2017
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation
CVPR 2017
Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering
ICCV 2017
AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models
JMLR 2015
Structured Sparsity in Natural Language Processing: Models, Algorithms and Applications
NAACL 2012
Nonextensive Information Theoretic Kernels on Measures
JMLR 2009