UNApprox: An Open-Source Tool for Loop Perforation in Approximate Computing

Authors: Aponte-Moreno, Alexander, Restrepo-Calle, Felipe, Bonilla, Cesar Pedraza

Source: 2025 IEEE 26th Latin American Test Symposium (LATS) Latin American Test Symposium (LATS), 2025 IEEE 26th. :1-6 Mar, 2025

Relation: 2025 IEEE 26th Latin American Test Symposium (LATS)

The Price of Linear Time: Error Analysis of Structured Kernel Interpolation

Authors: Moreno, Alexander, Xiao, Justin, Mei, Jonathan

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2502.00298

PyPulse: A Python Library for Biosignal Imputation

Authors: Gao, Kevin, Xu, Maxwell A., Rehg, James M., Moreno, Alexander

Subject Terms: Computer Science - Machine Learning, Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2412.06382

RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions

Authors: Huch, Easton K., Shi, Jieru, Abbott, Madeline R., Golbus, Jessica R., Moreno, Alexander, Dempsey, Walter H.

Source: 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2312.06403

REBAR: Retrieval-Based Reconstruction for Time-series Contrastive Learning

Authors: Xu, Maxwell A., Moreno, Alexander, Wei, Hui, Marlin, Benjamin M., Rehg, James M.

Source: The Eleventh International Conference on Learning Representations (2024)

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2311.00519

KrADagrad: Kronecker Approximation-Domination Gradient Preconditioned Stochastic Optimization

Authors: Mei, Jonathan, Moreno, Alexander, Walters, Luke

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2305.19416

SKI to go Faster: Accelerating Toeplitz Neural Networks via Asymmetric Kernels

Authors: Moreno, Alexander, Mei, Jonathan, Walters, Luke

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2305.09028

Reliability Evaluation of RISC-V and ARM Microprocessors Through a New Fault Injection Tool

Authors: Aponte-Moreno, Alexander, Restrepo-Calle, Felipe, Pedraza, Cesar

Source: 2021 IEEE 22nd Latin American Test Symposium (LATS) Latin American Test Symposium (LATS), 2021 IEEE 22nd. :1-6 Oct, 2021

Relation: 2021 IEEE 22nd Latin American Test Symposium (LATS)

PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation

Authors: Xu, Maxwell A., Moreno, Alexander, Nagesh, Supriya, Aydemir, V. Burak, Wetter, David W., Kumar, Santosh, Rehg, James M.

Source: Advances in Neural Information Processing Systems 35 (2022) 26874-26888

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2212.07514

Report of the Topical Group on Physics Beyond the Standard Model at Energy Frontier for Snowmass 2021

Authors: Bose, Tulika, Boveia, Antonio, Doglioni, Caterina, Griso, Simone Pagan, Hirschauer, James, Lipeles, Elliot, Liu, Zhen, Shah, Nausheen R., Wang, Lian-Tao, Agashe, Kaustubh, Alimena, Juliette, Baum, Sebastian, Berkat, Mohamed, Black, Kevin, Gardner, Gwen, Gherghetta, Tony, Greaves, Josh, Haehn, Maxx, Harris, Phil C., Harris, Robert, Hogan, Julie, Jayawardana, Suneth, Kahn, Abraham, Kalinowski, Jan, Knapen, Simon, Lewis, Ian M., Narain, Meenakshi, Pachal, Katherine, Reece, Matthew, Reina, Laura, Robens, Tania, Tricoli, Alessandro, Wagner, Carlos E. M., Xu, Riley, Yu, Felix, Zarnecki, Filip, Aboubrahim, Amin, Albert, Andreas, Albrow, Michael, Altmannshofer, Wolfgang, Andonian, Gerard, Apresyan, Artur, Assamagan, Kétévi Adikle, Azzi, Patrizia, Baer, Howard, Baker, Michael J., Banerjee, Avik, Barger, Vernon, Batell, Brian, Bauer, Martin, Beauchesne, Hugues, Bein, Samuel, Belyaev, Alexander, Beniwal, Ankit, Berggren, Mikael, Bhattiprolu, Prudhvi N., Blinov, Nikita, Blondel, Alain, Brandt, Oleg, Cacciapaglia, Giacomo, Capdevilla, Rodolfo, Carena, Marcela, Cazzaniga, Cesare, Celiberto, Francesco Giovanni, Cesarotti, Cari, Chekanov, Sergei V., Cheng, Hsin-Chia, Chen, Thomas Y., Chen, Yuze, Chivukula, R. Sekhar, Citron, Matthew, Cline, James, Cohen, Tim, Collins, Jack H., Corrigan, Eric, Craig, Nathaniel, Craik, Daniel, Crivellin, Andreas, Curtin, David, Darmora, Smita, Das, Arindam, Dasu, Sridhara, de Cosa, Annapaola, Deandrea, Aldo, Delgado, Antonio, Demiragli, Zeynep, d'Enterria, David, Deppisch, Frank F., Dermisek, Radovan, Desai, Nishita, Deshpande, Abhay, de Vries, Jordy, Dickinson, Jennet, Dienes, Keith R., Di Petrillo, Karri Folan, Dolan, Matthew J., Dong, Peter, Draper, Patrick, Drewes, Marco, Dreyer, Etienne, Du, Peizhi, Eble, Florian, Ekhterachian, Majid, Endo, Motoi, Essig, Rouven, Farr, Jesse N., Fassi, Farida, Feng, Jonathan L., Ferretti, Gabriele, Filipetto, Daniele, Flacke, Thomas, Franceschini, Roberto, Franzosi, Diogo Buarque, Fujii, Keisuke, Fuks, Benjamin, Gadam, Sri Aditya, Gao, Boyu, Garcia-Bellido, Aran, Garcia, Isabel Garcia, Garzelli, Maria Vittoria, Gedney, Stephen, Genest, Marie-Hélène, Ghosh, Tathagata, Golkowski, Mark, di Cortona, Giovanni Grilli, Guler, Emine Gurpinar, Guler, Yalcin, Guo, C., Graf, Nate, Haisch, Ulrich, Hajer, Jan, Hamaguchi, Koichi, Han, Tao, Harris, Philip, Heinemeyer, Sven, Hill, Christopher S., Hiltbrand, Joshua, Holmes, Tova Ray, Homiller, Samuel, Hong, Sungwoo, Hopkins, Walter, Hsu, Shih-Chieh, Ilten, Phil, Islam, Wasikul, Iwamoto, Sho, Jeans, Daniel, Jeanty, Laura, Jia, Haoyi, Jindariani, Sergo, Johnson, Daniel, Kahlhoefer, Felix, Kahn, Yonatan, Karchin, Paul, Katsouleas, Thomas, Kawada, Shin-ichi, Kawamura, Junichiro, Kelso, Chris, Khoda, Elham E, Khoze, Valery, Kim, Doojin, Kitahara, Teppei, Klaric, Juraj, Klasen, Michael, Kong, Kyoungchul, Kotlarski, Wojciech, Kotwal, Ashutosh V., Kozaczuk, Jonathan, Kriske, Richard, Kulkarni, Suchita, Kumar, Jason, Kunkel, Manuel, Landsberg, Greg, Lane, Kenneth, Lange, Clemens, Lee, Lawrence, Liao, Jiajun, Lillard, Benjamin, Li, Lingfeng, Li, Shuailong, Li, Shu, List, Jenny, Li, Tong, Liu, Hongkai, Liu, Jia, Long, Jonathan D, Lunghi, Enrico, Lyu, Kun-Feng, Marfatia, Danny, Martinez, Dakotah, Martin, Stephen P., McGinnis, Navin, McGinty, Karrick, Mękała, Krzysztof, Meloni, Federico, Mikulenko, Oleksii, Huang, Ming, Mishra, Rashmish K., Mitra, Manimala, Mitsou, Vasiliki A., Moon, Chang-Seong, Moreno, Alexander, Moroi, Takeo, Mourou, Gerard, Mrowietz, Malte, Muggli, Patric, Nakajima, Jurina, Nath, Pran, Nelson, J., Neubert, Matthias, Nosler, Laura, de Vera, Maria Teresa Núñez Pardo, Okada, Nobuchika, Okada, Satomi, Okorokov, Vitalii A., Onel, Yasar, Ou, Tong, Ovchynnikov, Maksym, Padhan, Rojalin, Pani, Priscilla, Panizzi, Luca, Papaefstathiou, Andreas, Pedro, Kevin, Peña, Cristián, Piazza, Federica, Pinfold, James, Pinna, Deborah, Porod, Werner, Potter, Chris, Prim, Markus Tobias, Profumo, Stefano, Proudfoot, James, Rai, Mudit, Rajec, Filip, Ramos, Reese, Ramsey-Musolf, Michael J., Resta-Lopez, Javier, Reuter, Jürgen, Ringwald, Andreas, Rizzi, Chiara, Rizzo, Thomas G., Rossi, Giancarlo, Ruiz, Richard, Rygaard, L., Sahai, Aakash A., Salam, Shadman, Sandick, Pearl, Sathyan, Deepak, Scherb, Christiane, Schwaller, Pedro, Schwarze, Leonard, Scott, Pat, Sekmen, Sezen, Sengupta, Dibyashree, Sen, S., Sfyrla, Anna, Shackelford, Eric, Sharma, T., Sharma, Varun, Shelton, Jessie, Shepherd, William, Shin, Seodong, Simmons, Elizabeth H., Sloneker, Zoie, Sierra, Carlos Vázquez, Sjöstrand, Torbjörn, Snyder, Scott, Song, Huayang, Stark, Giordon, Stengel, Patrick, Stohr, Joachim, Stolarski, Daniel, Strassler, Matt, Strobbe, Nadja, Gonski, Julia, Suarez, Rebeca Gonzalez, Suehara, Taikan, Su, Shufang, Su, Wei, Syed, Raza M., Tait, Tim M. P., Tajima, Toshiki, Tang, Andy, Tata, Xerxes, Tchalokov, Teodor, Thamm, Andrea, Thomas, Brooks, Toro, Natalia, Tran, Nhan V., Truong, Loan, Tsai, Yu-Dai, Tuecke, Eva, Venkatasubramanian, Nikhilesh, Verhaaren, Chris B., Vuosalo, Carl, Wang, Xiao-Ping, Wang, Xing, Wang, Yikun, Wang, Zhen, Weber, Christian, White, Glen, White, Martin, Williams, Anthony G., Williams, Brady, Williams, Mike, Willocq, Stephane, Woodcock, Alex, Wu, Yongcheng, Xie, Ke-Pan, Xie, Keping, Xie, Si, Yeh, C. -H., Yonamine, Ryo, Yu, David, Yu, S. -S., Zaazoua, Mohamed, Żarnecki, Aleksander Filip, Zembaczynski, Kamil, Zhang, Danyi, Zhang, Jinlong, Zimmermann, Frank, Zurita, Jose

Subject Terms: High Energy Physics - Phenomenology, High Energy Physics - Experiment

Access URL: http://arxiv.org/abs/2209.13128

Displaying dark matter constraints from colliders with varying simplified model parameters

Authors: Albert, Andreas, Boveia, Antonio, Brandt, Oleg, Corrigan, Eric, Demiragli, Zeynep, Doglioni, Caterina, Dreyer, Etienne, Gao, Boyu, Greaves, Josh, Haisch, Ulrich, Harris, Philip, Landsberg, Greg, Moreno, Alexander, Pachal, Katherine, Pani, Priscilla, Piazza, Federica, Tait, Tim M. P., Yu, David, Yu, Felix, Wang, Lian-Tao

Subject Terms: High Energy Physics - Phenomenology, High Energy Physics - Experiment

Access URL: http://arxiv.org/abs/2203.12035

An Experimental Comparison of Fault Injection Tools for Microprocessor-based Systems

Authors: Aponte-Moreno, Alexander, Isaza-Gonzalez, Jose, Serrano-Cases, Alejandro, Martinez-Alvarez, Antonio, Cuenca-Asensi, Sergio, Restrepo-Calle, Felipe

Source: 2020 IEEE Latin-American Test Symposium (LATS) Test Symposium (LATS), 2020 IEEE Latin-American. :1-6 Mar, 2020

Relation: 2020 IEEE Latin American Test Symposium (LATS)

A Low-Overhead Radiation Hardening Approach using Approximate Computing and Selective Fault Tolerance Techniques at the Software Level

Authors: Aponte-Moreno, Alexander, Restrepo-Calle, Felipe, Pedraza, Cesar

Source: 2019 19th European Conference on Radiation and Its Effects on Components and Systems (RADECS) Radiation and Its Effects on Components and Systems (RADECS), 2019 19th European Conference on. :1-4 Sep, 2019

Relation: 2019 19th European Conference on Radiation and Its Effects on Components and Systems (RADECS)

Kernel Deformed Exponential Families for Sparse Continuous Attention

Authors: Moreno, Alexander, Nagesh, Supriya, Wu, Zhenke, Dempsey, Walter, Rehg, James M.

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2111.01222

Transformers for prompt-level EMA non-response prediction

Authors: Nagesh, Supriya, Moreno, Alexander, Carpenter, Stephanie M., Yap, Jamie, Chatterjee, Soujanya, Lizotte, Steven Lloyd, Wan, Neng, Kumar, Santosh, Lam, Cho, Wetter, David W., Nahum-Shani, Inbal, Rehg, James M.

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2111.01193

Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling

Authors: Liu, Yu-Ying, Moreno, Alexander, Xu, Maxwell A., Li, Shuang, McDaniel, Jena C., Brady, Nancy C., Rozga, Agata, Li, Fuxin, Song, Le, Rehg, James M.

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2110.13998

Reducing Overheads in Software-based Fault Tolerant Systems using Approximate Computing

Authors: Aponte-Moreno, Alexander, Pedraza, Cesar, Restrepo-Calle, Felipe

Source: 2019 IEEE Latin American Test Symposium (LATS) Latin American Test Symposium (LATS), 2019 IEEE. :1-6 Mar, 2019

Relation: 2019 IEEE Latin American Test Symposium (LATS)

MiFIT: A Fault Injection Tool to Validate the Reliability of Microprocessors

Authors: Aponte-Moreno, Alexander, Restrepo-Calle, Felipe, Pedraza, Cesar

Source: 2019 IEEE Latin American Test Symposium (LATS) Latin American Test Symposium (LATS), 2019 IEEE. :1-5 Mar, 2019

Relation: 2019 IEEE Latin American Test Symposium (LATS)

Prevalencia y Factores Asociados con las Quejas Cognitivas Subjetivas del Personal Sanitario Latinoamericano Durante la Pandemia de COVID-19

Alternate Title: Prevalence and Factors Associated with Subjective Cognitive Complaints in Latin American Health Workers During the COVID-19 Pandemic (English)

Authors: Soto-Añari, Marcio, Rivera-Fernández, Claudia, Ramos-Vargas, Luis, Denegri-Solis, Lucía, Herrera-Pino, Jorge, Camargo, Loida, Castillo, Edgar, Díaz, María, Gaitán-Quintero, Gustavo, Alonso, Mónica, Cárdenas, Omar, Pabon-Moreno, Alexander, Caldichoury, Nicole, Ramos-Henderson, Miguel, Florez, Yuliana, Escorcia-Villarreal, Jahaira, Ripoll-Córdoba, Daniela, Quispe-Ayala, César, Gargiulo, Pascual A., Porto, María F., López, Norman

Source: In Revista Colombiana de Psiquiatría July-September 2024 53(3):340-346

A review of approximate computing techniques towards fault mitigation in HW/SW systems

Authors: Aponte-Moreno, Alexander, Moncada, Alejandro, Restrepo-Calle, Felipe, Pedraza, Cesar

Source: 2018 IEEE 19th Latin-American Test Symposium (LATS) Test Symposium (LATS), 2018 IEEE 19th Latin-American. :1-6 Mar, 2018

Relation: 2018 IEEE 19th Latin-American Test Symposium (LATS)