Understanding Generative AI Content with Embedding Models

Authors: Vargas, Max, Cannon, Reilly, Engel, Andrew, Sarwate, Anand D., Chiang, Tony

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

Access URL: http://arxiv.org/abs/2408.10437

Measuring model variability using robust non-parametric testing

Authors: Banerjee, Sinjini, Marrinan, Tim, Cannon, Reilly, Chiang, Tony, Sarwate, Anand D.

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

Access URL: http://arxiv.org/abs/2406.08307

Efficient kernel surrogates for neural network-based regression

Authors: Qadeer, Saad, Engel, Andrew, Howard, Amanda, Tsou, Adam, Vargas, Max, Stinis, Panos, Chiang, Tony

Subject Terms: Computer Science - Machine Learning, 68T07, 65M99

Access URL: http://arxiv.org/abs/2310.18612

Computational and Systems Biology Advances to Enable Bioagent-Agnostic Signatures

Authors: Lin, Andy, Torres, Cameron, Hobbs, Errett C., Bardhan, Jaydeep, Aley, Stephen B., Spencer, Charles T., Taylor, Karen L., Chiang, Tony

Subject Terms: Quantitative Biology - Other Quantitative Biology

Access URL: http://arxiv.org/abs/2310.13898

Foundation Model's Embedded Representations May Detect Distribution Shift

Authors: Vargas, Max, Tsou, Adam, Engel, Andrew, Chiang, Tony

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

Access URL: http://arxiv.org/abs/2310.13836

Robust Nonparametric Hypothesis Testing to Understand Variability in Training Neural Networks

Authors: Banerjee, Sinjini, Cannon, Reilly, Marrinan, Tim, Chiang, Tony, Sarwate, Anand D.

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

Access URL: http://arxiv.org/abs/2310.00541

Exploring Learned Representations of Neural Networks with Principal Component Analysis

Authors: Harlev, Amit, Engel, Andrew, Stinis, Panos, Chiang, Tony

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2309.15328

Minibatching Offers Improved Generalization Performance for Second Order Optimizers

Authors: Silk, Eric, Chakraborty, Swarnita, Dasgupta, Nairanjana, Sarwate, Anand D., Lumsdaine, Andrew, Chiang, Tony

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.11684

Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models

Authors: Engel, Andrew, Wang, Zhichao, Frank, Natalie S., Dumitriu, Ioana, Choudhury, Sutanay, Sarwate, Anand, Chiang, Tony

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2305.14585

Spectral Evolution and Invariance in Linear-width Neural Networks

Authors: Wang, Zhichao, Engel, Andrew, Sarwate, Anand, Dumitriu, Ioana, Chiang, Tony

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

Access URL: http://arxiv.org/abs/2211.06506

Variability sources and reliability of 3D — FeFETs

Authors: Pesic, Milan, Beltrando, Bastien, Padovani, Andrea, Gangopadhyay, Shruba, Kaliappan, Muthukumar, Haverty, Michael, Villena, Marco A., Piccinini, Enrico, Bertocchi, Matteo, Chiang, Tony, Larcher, Luca, Strand, Jack, Shluger, Alexander L.

Source: 2021 IEEE International Reliability Physics Symposium (IRPS) Reliability Physics Symposium (IRPS), 2021 IEEE International. :1-7 Mar, 2021

Relation: 2021 IEEE International Reliability Physics Symposium (IRPS)

TorchNTK: A Library for Calculation of Neural Tangent Kernels of PyTorch Models

Authors: Engel, Andrew, Wang, Zhichao, Sarwate, Anand D., Choudhury, Sutanay, Chiang, Tony

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2205.12372

Thermodynamic origin of nonvolatility in resistive memory

Authors: Li, Jingxian ¹, Appachar, Anirudh ¹, Peczonczyk, Sabrina L. ², Harrison, Elisa T. ², Ievlev, Anton V. ³, Hood, Ryan ⁴, Shin, Dongjae ¹, Yoo, Sangmin ⁵, Roest, Brianna ¹, Sun, Kai ¹, Beckmann, Karsten ^{6, 7}, Popova, Olya ³, Chiang, Tony ¹, Wahby, William S. ⁸, Jacobs-Godrim, Robin B. ⁸, Marinella, Matthew J. ⁹, Maksymovych, Petro ³, Heron, John T. ^{1, 10}, Cady, Nathaniel ⁶, Lu, Wei D. ⁵, Kumar, Suhas ⁴, Talin, A. Alec ⁴, Sun, Wenhao ^{1, 10}, Li, Yiyang ^{1, 10, 11, ∗}

Source: In Matter 6 November 2024 7(11):3970-3993

Materials screening workflow methodologies for metal oxides and chalcogenides for use in novel devices

Authors: Chiang, Tony, Littau, Karl, Weeks, Stephen L., Pal, Ashish, Narasimhan, Vijay, Nowling, Greg, Bowes, Michael, Barabash, Sergey V., Pramanik, Dipankar

Source: 2017 China Semiconductor Technology International Conference (CSTIC) Semiconductor Technology International Conference (CSTIC), 2017 China. :1-4 Mar, 2017

Relation: 2017 China Semiconductor Technology International Conference (CSTIC)

Geometric effects in the measurement of the remanent ferroelectric polarization at the nanoscale.

Authors: Chiang, Tony¹ (AUTHOR), Lenox, Megan K.² (AUTHOR), Ma, Tao³ (AUTHOR), Ihlefeld, Jon F.^2,4 (AUTHOR), Heron, John T.¹ (AUTHOR) jtheron@umich.edu

Source: Applied Physics Letters. 1/13/2025, Vol. 126 Issue 2, p1-5. 5p.

Subject Terms: *FERROELECTRIC capacitors, *FERROELECTRIC materials, *ELECTRIC fields, *CAPACITORS, *FERROELECTRIC crystals

Gate driver circuit design optimization for TFT-LCD panel manufacturing

Authors: Lee, Kuo-Fu, Li, Yiming, Lo, I-Hsiu, Chiang, Tony, Huang, Kuen-Yu, Hsieh, Tsau-Hua

Source: 2nd Asia Symposium on Quality Electronic Design (ASQED) Quality Electronic Design (ASQED), 2010 2nd Asia Symposium on. :13-16 Aug, 2010

Relation: 2010 2nd Asia Symposium on Quality Electronic Design (ASQED 2010)

Amorphous silicon thin-film transistor gate driver circuit design optimization using a simulation-based evolutionary technique

Authors: Chiu, Ying-Ju, Lee, Kuo-Fu, Chen, Ying-Chieh, Cheng, Hui-Wen, Li, Yiming, Chiang, Tony, Huang, Kuen-Yu, Hsieh, Tsau-Hua

Source: 2010 IEEE International Conference on Semiconductor Electronics (ICSE2010) Semiconductor Electronics (ICSE), 2010 IEEE International Conference on. :123-126 Jun, 2010

Relation: 2010 IEEE International Conference on Semiconductor Electronics (ICSE)

Multimodal analysis for human ex vivo studies shows extensive molecular changes from delays in blood processing

Authors: Savage, Adam K., Gutschow, Miriam V., Chiang, Tony, Henderson, Kathy, Green, Richard, Chaudhari, Monica, Swanson, Elliott, Heubeck, Alexander T., Kondza, Nina, Burley, Kelli C., Genge, Palak C., Lord, Cara, Smith, Tanja, Thomson, Zachary, Beaubien, Aldan, Johnson, Ed, Goldy, Jeff, Bolouri, Hamid, Buckner, Jane H., Meijer, Paul, Coffey, Ernest M., Skene, Peter J., Torgerson, Troy R., Li, Xiao-jun, Bumol, Thomas F.

Source: In iScience 21 May 2021 24(5)

Magnetoelectrics and multiferroics: Materials and opportunities for energy-efficient spin-based memory and logic

Authors: Heron, John T., Chiang, Tony

Source: MRS bulletin. 46(10):938-945

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN628618020&indx=1&recIds=ETOCRN628618020

Efficient data processing using tunable entropy-stabilized oxide memristors.

Authors: Yoo, Sangmin, Chae, Sieun, Chiang, Tony, Webb, Matthew, Ma, Tao, Paik, Hanjong, Park, Yongmo, Williams, Logan, Nomoto, Kazuki, Xing, Huili G., Trolier-McKinstry, Susan, Kioupakis, Emmanouil, Heron, John T., Lu, Wei D.

Source: Nature Electronics; Jun2024, Vol. 7 Issue 6, p466-474, 9p