Alex Rodriguez

33 papers A* 1B 1Misc 1Journal 25Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SAIGE-GPU: accelerating genome- and phenome-wide association studies using GPUs. Bioinform. Alex Rodriguez, Youngdae Kim, Tarak Nath Nandi, Karl Keat, Rachit Kumar, Mitchell Conery, Rohan Bhukar, Molei Liu, John Hessington, Ketan Maheshwari, VA Million Veteran Program, Edmon Begoli, Georgia Tourassi, Pradeep Natarajan, Benjamin F. Voight, John Michael Gaziano, Scott M. Damrauer, Katherine P. Liao, Wei Zhou, Jennifer E. Huffman, Anurag Verma, Ravi K. Madduri
2025	—	`conf`	Assessing Reliability of Explanations in Unbalanced Datasets: a Use-case on the Occurrence of Frost Events. xAI (Late-breaking Work, Demos, Doctoral Consortium) Ilaria Vascotto, Valentina Blasone, Alex Rodriguez, Alessandro Bonaita, Luca Bortolussi
2025	J	`jnl`	Assessing reliability of explanations in unbalanced datasets: a use-case on the occurrence of frost events. CoRR Ilaria Vascotto, Valentina Blasone, Alex Rodriguez, Alessandro Bonaita, Luca Bortolussi
2025	J	`jnl`	Beyond single-model XAI: aggregating multi-model explanations for enhanced trustworthiness. CoRR Ilaria Vascotto, Alex Rodriguez, Alessandro Bonaita, Luca Bortolussi
2025	J	`jnl`	Density estimation via binless multidimensional integration. Mach. Learn. Sci. Technol. Matteo Carli, Alex Rodriguez, Alessandro Laio, Aldo Glielmo
2025	J	`jnl`	Density-Informed VAE (DiVAE): Reliable Log-Prior Probability via Density Alignment Regularization. CoRR Michele Alessi, Alessio Ansuini, Alex Rodriguez
2025	B	`conf`	Frequency maps reveal the correlation between Adversarial Attacks and Implicit Bias. IJCNN Lorenzo Basile, Nikos Karantzas, Alberto d'Onofrio, Luca Manzoni, Luca Bortolussi, Alex Rodriguez, Fabio Anselmi
2025	A*	`conf`	Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations. ICLR Lorenzo Basile, Santiago Acevedo, Luca Bortolussi, Fabio Anselmi, Alex Rodriguez
2025	—	`conf`	When Can You Trust Your Explanations? A Robustness Analysis on Feature Importances. xAI (3) Ilaria Vascotto, Alex Rodriguez, Alessandro Bonaita, Luca Bortolussi
2024	—	`conf`	Advances in Privacy Preserving Federated Learning to Realize a Truly Learning Healthcare System. TPS-ISA Ravi K. Madduri, Zilinghan Li, Tarak Nath Nandi, Kibaek Kim, Minseok Ryu, Alex Rodriguez
2024	J	`jnl`	Advances in Privacy Preserving Federated Learning to Realize a Truly Learning Healthcare System. CoRR Ravi K. Madduri, Zilinghan Li, Tarak Nath Nandi, Kibaek Kim, Minseok Ryu, Alex Rodriguez
2024	J	`jnl`	Can you trust your explanations? A robustness test for feature attribution methods. CoRR Ilaria Vascotto, Alex Rodriguez, Alessandro Bonaita, Luca Bortolussi
2024	J	`jnl`	Density Estimation via Binless Multidimensional Integration. CoRR Matteo Carli, Alex Rodriguez, Alessandro Laio, Aldo Glielmo
2024	J	`jnl`	Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations. CoRR Lorenzo Basile, Santiago Acevedo, Luca Bortolussi, Fabio Anselmi, Alex Rodriguez
2024	J	`jnl`	Unsupervised detection of semantic correlations in big data. CoRR Santiago Acevedo, Alex Rodriguez, Alessandro Laio
2023	Misc	`conf`	Building Flexible, Low-Cost Wireless Access Networks With Magma. NSDI Shaddi Hasan, Amar Padmanabhan, Bruce Davie, Jennifer Rexford, Ulas Kozat, Hunter Gatewood, Shruti Sanadhya, Nick Yurchenko, Tariq Al-Khasib, Oriol Batalla, Marie Bremner, Andrei Lee, Evgeniy Makeev, Scott Moeller, Alex Rodriguez, Pravin Shelar, Karthik Subraveti, Sudarshan Kandi, Alejandro Xoconostle, Praveen Kumar Ramakrishnan, Xiaochen Tian, Anoop Tomar
2023	J	`jnl`	Building Flexible, Low-Cost Wireless Access Networks with Magma. GetMobile Mob. Comput. Commun. Shaddi Hasan, Amar Padmanabhan, Bruce Davie, Jennifer Rexford, Ulas Kozat, Hunter Gatewood, Shruti Sanadhya, Nick Yurchenko, Tariq Al-Khasib, Oriol Batalla, Marie Bremner, Andrei Lee, Evgeniy Makeev, Scott Moeller, Alex Rodriguez, Pravin Shelar, Karthik Subraveti, Sudarshan Kandi, Alejandro Xoconostle, Praveen Kumar Ramakrishnan, Xiaochen Tian
2023	J	`jnl`	Data Symmetries and Learning in Fully Connected Neural Networks. IEEE Access Fabio Anselmi, Luca Manzoni, Alberto d'Onofrio, Alex Rodriguez, Giulio Caravagna, Luca Bortolussi, Francesca Cairoli
2023	J	`jnl`	Network science Ising states of matter. CoRR Hanlin Sun, Rajat Kumar Panda, Roberto Verdel, Alex Rodriguez, Marcello Dalmonte, Ginestra Bianconi
2023	J	`jnl`	Privacy-Preservation Techniques for IoT Devices: A Systematic Mapping Study. IEEE Access Damiano Torre, Anitha Chennamaneni, Alex Rodriguez
2023	J	`jnl`	Relating Implicit Bias and Adversarial Attacks through Intrinsic Dimension. CoRR Lorenzo Basile, Nikos Karantzas, Alberto d'Onofrio, Luca Bortolussi, Alex Rodriguez, Fabio Anselmi
2022	J	`jnl`	Building Flexible, Low-Cost Wireless Access Networks With Magma. CoRR Shaddi Hasan, Amar Padmanabhan, Bruce Davie, Jennifer Rexford, Ulas Kozat, Hunter Gatewood, Shruti Sanadhya, Nick Yurchenko, Tariq Al-Khasib, Oriol Batalla, Marie Bremner, Andrei Lee, Evgeniy Makeev, Scott Moeller, Alex Rodriguez, Pravin Shelar, Karthik Subraveti, Sudarshan Kandi, Alejandro Xoconostle, Praveen Kumar Ramakrishnan, Xiaochen Tian, Anoop Tomar
2022	J	`jnl`	DADApy: Distance-based Analysis of DAta-manifolds in Python. CoRR Aldo Glielmo, Iuri Macocco, Diego Doimo, Matteo Carli, Claudio Zeni, Romina Wild, Maria d'Errico, Alex Rodriguez, Alessandro Laio
2022	J	`jnl`	DADApy: Distance-based analysis of data-manifolds in Python. Patterns Aldo Glielmo, Iuri Macocco, Diego Doimo, Matteo Carli, Claudio Zeni, Romina Wild, Maria d'Errico, Alex Rodriguez, Alessandro Laio
2021	J	`jnl`	Automatic topography of high-dimensional data sets by non-parametric density peak clustering. Inf. Sci. Maria d'Errico, Elena Facco, Alessandro Laio, Alex Rodriguez
2021	—	`conf`	We Are Not the Same Either Playing: A Proposal for Adaptive Gamification. CCIA Inmaculada Rodríguez, Anna Puig, Alex Rodriguez
2018	J	`jnl`	Automatic topography of high-dimensional data sets by non-parametric Density Peak clustering. CoRR Maria d'Errico, Elena Facco, Alessandro Laio, Alex Rodriguez
2018	J	`jnl`	Estimating the intrinsic dimension of datasets by a minimal neighborhood information. CoRR Elena Facco, Maria d'Errico, Alex Rodriguez, Alessandro Laio
2018	J	`jnl`	The permeation mechanism of organic cations through a CNG mimic channel. PLoS Comput. Biol. Luisa M. R. Napolitano, Arin Marchesi, Alex Rodriguez, Matteo De March, Silvia Onesti, Alessandro Laio, Vincent Torre
2017	J	`jnl`	METAGUI 3: A graphical user interface for choosing the collective variables in molecular dynamics simulations. Comput. Phys. Commun. Toni Giorgino, Alessandro Laio, Alex Rodriguez
2016	J	`jnl`	Non-Markovian effects on protein sequence evolution due to site dependent substitution rates. BMC Bioinform. Francesca Rizzato, Alex Rodriguez, Alessandro Laio
2014	J	`jnl`	Metadynamics Simulations Reveal a Na PLoS Comput. Biol. Ina Bisha, Alex Rodriguez, Alessandro Laio, Alessandra Magistrato
2009	—	`conf`	VITALAS at TRECVID-2009. TRECVID Christos Diou, Nikos Dimitriou, Panagiotis Panagiotopoulos, Christos Papachristou, Anastasios Delopoulos, George Stephanopoulos, Henning Rode, Theodora Tsikrika, Arjen P. de Vries, Daniel Schneider, Jochen Schwenninger, Marie-Luce Viaud, Agnès Saulnier, Peter Altendorf, Birgit Schröter, Matthias Elser, Angel Rego, Alex Rodriguez, Cristina Martínez, Iñaki Etxaniz, Gérard Dupont, Bruno Grilhères, Nicolas Martin, Nozha Boujemaa, Alexis Joly, Raffi Enficiaud, Anne Verroust, Souheil Selmi, Mondher Khadhraoui