Alvaro H. C. Correia

19 papers A* 5A 1Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models. CoRR Mingyu Cao, Alvaro H. C. Correia, Christos Louizos, Shiwei Liu, Lu Yin
2025	A*	`conf`	Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence. ICLR Dharmesh Tailor, Alvaro H. C. Correia, Eric T. Nalisnick, Christos Louizos
2025	J	`jnl`	Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence. CoRR Dharmesh Tailor, Alvaro H. C. Correia, Eric T. Nalisnick, Christos Louizos
2025	J	`jnl`	Fundamental bounds on efficiency-confidence trade-off for transductive conformal prediction. CoRR Arash Behboodi, Alvaro H. C. Correia, Fabio Valerio Massoli, Christos Louizos
2025	J	`jnl`	Masks Can Be Distracting: On Context Comprehension in Diffusion Language Models. CoRR Julianna Piskorz, Cristina Pinneri, Alvaro H. C. Correia, Motasem Alfarra, Risheek Garrepalli, Christos Louizos
2025	J	`jnl`	Non-exchangeable Conformal Prediction with Optimal Transport: Tackling Distribution Shifts with Unlabeled Data. CoRR Alvaro H. C. Correia, Christos Louizos
2025	J	`jnl`	Test-Time Adaptation with Source Based Auxiliary Tasks. Trans. Mach. Learn. Res. Motasem Alfarra, Alvaro H. C. Correia, Bernard Ghanem, Christos Louizos
2024	A*	`conf`	An Information Theoretic Perspective on Conformal Prediction. NeurIPS Alvaro H. C. Correia, Fabio Valerio Massoli, Christos Louizos, Arash Behboodi
2024	J	`jnl`	An Information Theoretic Perspective on Conformal Prediction. CoRR Alvaro H. C. Correia, Fabio Valerio Massoli, Christos Louizos, Arash Behboodi
2023	A*	`conf`	Continuous Mixtures of Tractable Probabilistic Models. AAAI Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio P. de Campos, Robert Peharz
2023	A	`conf`	Neural Simulated Annealing. AISTATS Alvaro H. C. Correia, Daniel E. Worrall, Roberto Bondesan
2022	J	`jnl`	Continuous Mixtures of Tractable Probabilistic Models. CoRR Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio P. de Campos, Robert Peharz
2022	J	`jnl`	Neural Simulated Annealing. CoRR Alvaro H. C. Correia, Daniel E. Worrall, Roberto Bondesan
2020	A*	`conf`	Joints in Random Forests. NeurIPS Alvaro H. C. Correia, Robert Peharz, Cassio P. de Campos
2020	J	`jnl`	Joints in Random Forests. CoRR Alvaro H. C. Correia, Robert Peharz, Cassio P. de Campos
2020	J	`jnl`	Towards Robust Classification with Deep Generative Forests. CoRR Alvaro H. C. Correia, Robert Peharz, Cassio P. de Campos
2019	A*	`conf`	Human-in-the-Loop Feature Selection. AAAI Alvaro H. C. Correia, Freddy Lécué
2019	J	`jnl`	On Pruning for Score-Based Bayesian Network Structure Learning. CoRR Alvaro H. C. Correia, James Cussens, Cassio P. de Campos
2019	—	`conf`	Towards Scalable and Robust Sum-Product Networks. SUM Alvaro H. C. Correia, Cassio P. de Campos