Strong CWoLa: Binary Classification Without Background Simulation

Authors: Klein, Samuel, Leigh, Matthew, Mulligan, Stephen, Golling, Tobias

Subject Terms: High Energy Physics - Phenomenology

Access URL: http://arxiv.org/abs/2503.14876

Study of the Temperature and Aging Impact on an Enhanced Coulomb Counting Method for Estimating SOC of Lead-Acid Batteries

Authors: Valadkhani, Shokoufeh, Abdelraziq, Muhammad, Akhmetov, Zhansen, Klein, Samuel, Pantic, Zeljko

Source: 2024 IEEE Energy Conversion Congress and Exposition (ECCE) Energy Conversion Congress and Exposition (ECCE), 2024 IEEE. :2219-2226 Oct, 2024

Relation: 2024 IEEE Energy Conversion Congress and Exposition (ECCE)

Enhancing generalization in high energy physics using white-box adversarial attacks

Authors: Rothen, Franck, Klein, Samuel, Leigh, Matthew, Golling, Tobias

Subject Terms: High Energy Physics - Phenomenology, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.09296

Is Tokenization Needed for Masked Particle Modelling?

Authors: Leigh, Matthew, Klein, Samuel, Charton, François, Golling, Tobias, Heinrich, Lukas, Kagan, Michael, Ochoa, Inês, Osadchy, Margarita

Subject Terms: High Energy Physics - Phenomenology, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.12589

Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models

Authors: Golling, Tobias, Heinrich, Lukas, Kagan, Michael, Klein, Samuel, Leigh, Matthew, Osadchy, Margarita, Raine, John Andrew

Subject Terms: High Energy Physics - Phenomenology, Computer Science - Machine Learning, High Energy Physics - Experiment, Physics - Data Analysis, Statistics and Probability

Access URL: http://arxiv.org/abs/2401.13537

Improving new physics searches with diffusion models for event observables and jet constituents

Authors: Sengupta, Debajyoti, Leigh, Matthew, Raine, John Andrew, Klein, Samuel, Golling, Tobias

Subject Terms: Physics - Data Analysis, Statistics and Probability, Computer Science - Machine Learning, High Energy Physics - Experiment, High Energy Physics - Phenomenology

Access URL: http://arxiv.org/abs/2312.10130

Flows for Flows: Morphing one Dataset into another with Maximum Likelihood Estimation

Authors: Golling, Tobias, Klein, Samuel, Mastandrea, Radha, Nachman, Benjamin, Raine, John Andrew

Subject Terms: High Energy Physics - Phenomenology, Computer Science - Machine Learning, High Energy Physics - Experiment, Physics - Data Analysis, Statistics and Probability

Access URL: http://arxiv.org/abs/2309.06472

Multimodal Neurons in Pretrained Text-Only Transformers

Authors: Schwettmann, Sarah, Chowdhury, Neil, Klein, Samuel, Bau, David, Torralba, Antonio

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2308.01544

CURTAINs Flows For Flows: Constructing Unobserved Regions with Maximum Likelihood Estimation

Authors: Sengupta, Debajyoti, Klein, Samuel, Raine, John Andrew, Golling, Tobias

Subject Terms: High Energy Physics - Phenomenology, Computer Science - Machine Learning, High Energy Physics - Experiment

Access URL: http://arxiv.org/abs/2305.04646

Toward a Visual Concept Vocabulary for GAN Latent Space

Authors: Schwettmann, Sarah, Hernandez, Evan, Bau, David, Klein, Samuel, Andreas, Jacob, Torralba, Antonio

Source: 2021 IEEE/CVF International Conference on Computer Vision (ICCV) ICCV Computer Vision (ICCV), 2021 IEEE/CVF International Conference on. :6784-6792 Oct, 2021

Relation: 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

FETA: Flow-Enhanced Transportation for Anomaly Detection

Authors: Golling, Tobias, Klein, Samuel, Mastandrea, Radha, Nachman, Benjamin

Subject Terms: High Energy Physics - Phenomenology, High Energy Physics - Experiment, Physics - Data Analysis, Statistics and Probability

Access URL: http://arxiv.org/abs/2212.11285

Flows for Flows: Training Normalizing Flows Between Arbitrary Distributions with Maximum Likelihood Estimation

Authors: Klein, Samuel, Raine, John Andrew, Golling, Tobias

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2211.02487

Decorrelation with conditional normalizing flows

Authors: Klein, Samuel, Golling, Tobias

Subject Terms: High Energy Physics - Phenomenology, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2211.02486

Flowification: Everything is a Normalizing Flow

Authors: Máté, Bálint, Klein, Samuel, Golling, Tobias, Fleuret, François

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

Access URL: http://arxiv.org/abs/2205.15209

CURTAINs for your Sliding Window: Constructing Unobserved Regions by Transforming Adjacent Intervals

Authors: Raine, John Andrew, Klein, Samuel, Sengupta, Debajyoti, Golling, Tobias

Subject Terms: High Energy Physics - Phenomenology

Access URL: http://arxiv.org/abs/2203.09470

Methods and validation of velacur determined fat fraction in patients with MASLD

Authors: Honarvar, Mohammad, Lobo, Julio, Schneider, Caitlin, Klein, Samuel, Smith, Gordon I., Loomba, Rohit, Ramji, Alnoor, Hassanein, Tarek, Yoshida, Eric M., Pang, Emily, Curry, Michael P., Afdhal, Nezam H.

Source: In WFUMB Ultrasound Open December 2024 2(2)

Funnels: Exact maximum likelihood with dimensionality reduction

Authors: Klein, Samuel, Raine, John A., Pina-Otey, Sebastian, Voloshynovskiy, Slava, Golling, Tobias

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

Access URL: http://arxiv.org/abs/2112.08069

DCRM 2.0: Multispecialty practice recommendations for the management of diabetes, cardiorenal, and metabolic diseases

Authors: Handelsman, Yehuda, Anderson, John E., Bakris, George L., Ballantyne, Christie M., Bhatt, Deepak L., Bloomgarden, Zachary T., Bozkurt, Biykem, Budoff, Matthew J., Butler, Javed, Cherney, David Z.I., DeFronzo, Ralph A., Del Prato, Stefano, Eckel, Robert H., Filippatos, Gerasimos, Fonarow, Gregg C., Fonseca, Vivian A., Garvey, W. Timothy, Giorgino, Francesco, Grant, Peter J., Green, Jennifer B., Greene, Stephen J., Groop, Per-Henrik, Grunberger, George, Jastreboff, Ania M., Jellinger, Paul S., Khunti, Kamlesh, Klein, Samuel, Kosiborod, Mikhail N., Kushner, Pamela, Leiter, Lawrence A., Lepor, Norman E., Mantzoros, Christos S., Mathieu, Chantal, Mende, Christian W., Michos, Erin D., Morales, Javier, Plutzky, Jorge, Pratley, Richard E., Ray, Kausik K., Rossing, Peter, Sattar, Naveed, Schwarz, Peter E.H., Standl, Eberhard, Steg, P. Gabriel, Tokgözoğlu, Lale, Tuomilehto, Jaakko, Umpierrez, Guillermo E., Valensi, Paul, Weir, Matthew R., Wilding, John, Wright, Eugene E., Jr.

Source: In Metabolism October 2024 159

The role of brown adipose tissue in branched-chain amino acid clearance in people

Authors: Abdelhafez, Yasser G., Wang, Guobao, Li, Siqi, Pellegrinelli, Vanessa, Chaudhari, Abhijit J., Ramirez, Anthony, Sen, Fatma, Vidal-Puig, Antonio, Sidossis, Labros S., Klein, Samuel, Badawi, Ramsey D., Chondronikola, Maria

Source: In iScience 16 August 2024 27(8)

Short-term cold exposure induces persistent epigenomic memory in brown fat

Authors: Inoue, Shin-ichi ^{1, 10}, Emmett, Matthew J. ^{1, 2, 3, 4, 10}, Lim, Hee-Woong ^{1, 5}, Midha, Mohit ¹, Richter, Hannah J. ^{1, 6}, Celwyn, Isaac J. ¹, Mehmood, Rashid ¹, Chondronikola, Maria ^{7, 8}, Klein, Samuel ⁹, Hauck, Amy K. ¹, Lazar, Mitchell A. ^{1, 11, ∗}

Source: In Cell Metabolism 6 August 2024 36(8):1764-1778