Monte Carlo Model of Heteroepitaxial Growth of Ge on Si and its Parallel Realization

Authors: Revun, Artem L., Rudin, Sergei A., Pavsky, Kiril V.

Source: 2024 IEEE 3rd International Conference on Problems of Informatics, Electronics and Radio Engineering (PIERE) Problems of Informatics, Electronics and Radio Engineering (PIERE), 2024 IEEE 3rd International Conference on. :1080-1084 Nov, 2024

Relation: 2024 IEEE 3rd International Conference on Problems of Informatics, Electronics and Radio Engineering (PIERE)

Learning Agile Locomotion on Risky Terrains

Authors: Zhang, Chong, Rudin, Nikita, Hoeller, David, Hutter, Marco

Source: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) Intelligent Robots and Systems (IROS), 2024 IEEE/RSJ International Conference on. :11864-11871 Oct, 2024

Relation: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Open String Axiverse

Authors: Petrossian-Byrne, Rudin, Villadoro, Giovanni

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

Access URL: http://arxiv.org/abs/2503.16387

Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time

Authors: Donnelly, Jon, Guo, Zhicheng, Barnett, Alina Jade, McTavish, Hayden, Chen, Chaofan, Rudin, Cynthia

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2503.01087

Models That Are Interpretable But Not Transparent

Authors: Zhong, Chudi, Chen, Panyu, Rudin, Cynthia

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.19502

Near Optimal Decision Trees in a SPLIT Second

Authors: Babbar, Varun, McTavish, Hayden, Rudin, Cynthia, Seltzer, Margo

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.15988

In-Silico Investigation of 3D Quantitative Angiography for Internal Carotid Aneurysms Using Biplane Imaging and 3D Vascular Geometry Constraints

Authors: Williams, Kyle A., Nagesh, Swetadri Vasan Setlur, Bednarek, Daniel R., Rudin, Stephen, Ionita, Ciprian N.

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2502.09694

Self-Calibrated Epipolar Reconstruction for Assessment of Aneurysms in the Internal Carotid Artery Using In-Silico Biplane Angiograms

Authors: Williams, Kyle A., Nagesh, S. V. Setlur, Bednarek, Daniel R., Rudin, Stephen, Ionita, Ciprian N.

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2501.11793

AstroPix: A Pixelated HVCMOS Sensor for Space-Based Gamma-Ray Measurement

Authors: Steinhebel, Amanda L., Caputo, Regina, Violette, Daniel P., Affolder, Anthony, Bauman, Autumn, Chinatti, Carolyn, Deshmukh, Aware, Fadayev, Vitaliy, Fukazawa, Yasushi, Jadhav, Manoj, Kierans, Carolyn, Kim, Bobae, Kim, Jihee, Klest, Henry, Kroger, Olivia, Kumar, Kavic, Kushima, Shin, Lauenstein, Jean-Marie, Leys, Richard, Martinez-Mckinney, Forest, Metcalfe, Jessica, Metzler, Zachary, Mitchell, John W., Nakano, Norito, Ott, Jennifer, Peric, Ivan, Perkins, Jeremy S., Rudin, Max R., Taylor, Shin, Sommer, Grant, Striebig, Nicolas, Suda, Yusuke, Tajima, Hiroyasu, Valverde, Janeth, Zurek, Maria

Subject Terms: Astrophysics - Instrumentation and Methods for Astrophysics, Physics - Instrumentation and Detectors

Access URL: http://arxiv.org/abs/2501.11698

How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data

Authors: Maitra, Ishaan, Lin, Raymond, Chen, Eric, Donnelly, Jon, Šćepanović, Sanja, Rudin, Cynthia

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2501.02111

Microwave Photonic RF Comb Generator for D- and J-Band

Authors: Glasel, Jonas, Boerma, Hendrik, Tran, Trung Thanh, Balskus, Karolis, Fernandes, Edgar, Rudin, Benjamin, Emaury, Florian, Runge, Patrick, Schell, Martin

Source: 2024 International Topical Meeting on Microwave Photonics (MWP) Microwave Photonics (MWP), 2024 International Topical Meeting on. :1-3 Sep, 2024

Relation: 2024 International Topical Meeting on Microwave Photonics (MWP)

Dimension Reduction with Locally Adjusted Graphs

Authors: Wang, Yingfan, Sun, Yiyang, Huang, Haiyang, Rudin, Cynthia

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.15426

FPN-IAIA-BL: A Multi-Scale Interpretable Deep Learning Model for Classification of Mass Margins in Digital Mammography

Authors: Yang, Julia, Barnett, Alina Jade, Donnelly, Jon, Kishore, Satvik, Fang, Jerry, Schwartz, Fides Regina, Chen, Chaofan, Lo, Joseph Y., Rudin, Cynthia

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) CVPRW Computer Vision and Pattern Recognition Workshops (CVPRW), 2024 IEEE/CVF Conference on. :5003-5009 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Interpretable Generalized Additive Models for Datasets with Missing Values

Authors: McTavish, Hayden, Donnelly, Jon, Seltzer, Margo, Rudin, Cynthia

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2412.02646

Basecalling by Statistical Profiling and Hardware-Accelerated Convolutional Neural Network

Authors: Kra, Yehuda, Rudin, Yehuda, Fish, Alex, Teman, Adam

Source: 2024 19th Conference on Ph.D Research in Microelectronics and Electronics (PRIME) Ph.D Research in Microelectronics and Electronics (PRIME), 2024 19th Conference on. :1-4 Jun, 2024

Relation: 2024 19th Conference on PhD Research in Microelectronics and Electronics (PRIME)

Navigating the Effect of Parametrization for Dimensionality Reduction

Authors: Huang, Haiyang, Wang, Yingfan, Rudin, Cynthia

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

Access URL: http://arxiv.org/abs/2411.15894

SpaceHopper: A Small-Scale Legged Robot for Exploring Low-Gravity Celestial Bodies

Authors: Spiridonov, Alexander, Buehler, Fabio, Berclaz, Moriz, Schelbert, Valerio, Geurts, Jorit, Krasnova, Elena, Steinke, Emma, Toma, Jonas, Wuethrich, Joschua, Polat, Recep, Zimmermann, Wim, Arm, Philip, Rudin, Nikita, Kolvenbach, Hendrik, Hutter, Marco

Source: 2024 IEEE International Conference on Robotics and Automation (ICRA) Robotics and Automation (ICRA), 2024 IEEE International Conference on. :3464-3470 May, 2024

Relation: 2024 IEEE International Conference on Robotics and Automation (ICRA)

Symmetry Considerations for Learning Task Symmetric Robot Policies

Authors: Mittal, Mayank, Rudin, Nikita, Klemm, Victor, Allshire, Arthur, Hutter, Marco

Source: 2024 IEEE International Conference on Robotics and Automation (ICRA) Robotics and Automation (ICRA), 2024 IEEE International Conference on. :7433-7439 May, 2024

Relation: 2024 IEEE International Conference on Robotics and Automation (ICRA)

Resilient Legged Local Navigation: Learning to Traverse with Compromised Perception End-to-End

Authors: Zhang, Chong, Jin, Jin, Frey, Jonas, Rudin, Nikita, Mattamala, Matias, Cadena, Cesar, Hutter, Marco

Source: 2024 IEEE International Conference on Robotics and Automation (ICRA) Robotics and Automation (ICRA), 2024 IEEE International Conference on. :34-41 May, 2024

Relation: 2024 IEEE International Conference on Robotics and Automation (ICRA)

Interpretable Image Classification with Adaptive Prototype-based Vision Transformers

Authors: Ma, Chiyu, Donnelly, Jon, Liu, Wenjun, Vosoughi, Soroush, Rudin, Cynthia, Chen, Chaofan

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2410.20722