Covert Quantum Learning: Privately and Verifiably Learning from Quantum Data
Abhishek Anand, Matthias C. Caro, Ari Karchmer, Saachi Mutreja
机构
*
California Institute of Technology(加州理工学院)
;
University of Warwick(沃里克大学)
;
Morgan Stanley Machine Learning Research(摩根士丹利机器学习研究)
;
Columbia University(哥伦比亚大学)
Bilevel optimization for learning hyperparameters: Application to solving PDEs and inverse problems with Gaussian processes
Nicholas H. Nelsen, Houman Owhadi, Andrew M. Stuart, Xianjin Yang, Zongren Zou
机构
*
Department of Mathematics, Cornell University(数学系,康奈尔大学)
;
Department of Computing and Mathematical Sciences, California Institute of Technology(计算与数学科学系,加州理工学院)
Safety-Critical Control with Bounded Inputs: A Closed-Form Solution for Backup Control Barrier Functions
David E. J. van Wijk, Ersin Das, Tamas G. Molnar, Aaron D. Ames, Joel W. Burdick
机构
*
Mechanical and Civil Engineering, California Institute of Technology(机械与土木工程系,加州理工学院)
;
Mechanical Engineering, Wichita State University(机械工程系,威斯康星州立大学)
Neural-Rendezvous: Provably Robust Guidance and Control to Encounter Interstellar Objects
Hiroyasu Tsukamoto, Soon-Jo Chung, Yashwanth Kumar Nakka, Benjamin Donitz, Declan Mages, Michel Ingham
机构
*
Jet Propulsion Laboratory(喷气推进实验室)
;
California Institute of Technology(加州理工学院)
;
National Aeronautics and Space Administration(美国国家航空航天局)
;
University of Illinois at Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校)
Jonathan Light, Wei Cheng, Benjamin Riviere, Wu Yue, Masafumi Oyamada, Mengdi Wang, Yisong Yue, Santiago Paternain, Haifeng Chen
机构
*
Rensselaer Polytechnic Institute(拉特克利夫理工学院)
;
NEC Laboratories America(NEC美洲实验室)
;
Princeton University(普林斯顿大学)
;
California Institute of Technology(加州理工学院)
;
NEC Corporation(NEC公司)
Comments10 pages, Accepted to NeurIPS 2025 (Conference on Neural Information Processing Systems)
机构
*
Department of Statistics, Columbia University(统计学系,哥伦比亚大学)
;
NSF STC Learning the Earth with AI and Physics (LEAP)(NSF STC 学习地球与人工智能和物理(LEAP))
;
Data Science Institute, Columbia University(数据科学研究所,哥伦比亚大学)
;
Jet Propulsion Laboratory, California Institute of Technology(喷气推进实验室,加州理工学院)
;
Department of Applied Physics and Applied Mathematics, Columbia University(应用物理与应用数学系,哥伦比亚大学)
Reevaluating Convolutional Neural Networks for Spectral Analysis: A Focus on Raman Spectroscopy
Deniz Soysal, Xabier García-Andrade, Laura E. Rodriguez, Pablo Sobron, Laura M. Barge, Renaud Detry
机构
*
Lunar \& Planetary Institute, Universities Space Research Association, 3600 Bay Area Boulevard, Houston, TX 77058, USA
;
Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive, La Cañada Flintridge, CA 91011, USA
;
KU Leuven, Dept.\ Electrical Engineering, Research Unit Processing Speech
Journal refACS Earth and Space Chemistry, 2025, ASAP
TDRM: Smooth Reward Models with Temporal Difference for LLM RL and Inference
Dan Zhang, Min Cai, Jonathan Light, Ziniu Hu, Yisong Yue, Jie Tang
机构
*
Department of Computer Science and Technology, Tsinghua University(清华大学计算机科学与技术系)
;
University of Alberta(阿尔伯塔大学)
;
California Institute of Technology(加州理工学院)
;
School of Electronics and Computer Science, University of Southampton(南安普顿大学电子与计算机科学学院)
Reza Ghane, Anthony Bao, Danil Akhtiamov, Babak Hassibi
机构
*
Department of Electrical Engineering, California Institute of Technology(电气工程系,加利福尼亚理工学院)
;
Department of Electrical and Computer Engineering, University of Texas at Austin(电气与计算机工程系,德克萨斯大学奥斯汀分校)
;
Department of Computing and Mathematical Sciences, California Institute of Technology(计算与数学科学系,加利福尼亚理工学院)
机构
*
Department of Computer Science and Engineering, University of Notre Dame(诺丁汉大学计算机科学与工程系)
;
MIT(麻省理工学院)
;
CalTech(加州理工学院)
;
MBZUAI(穆斯林人工智能研究所)
;
CMU(卡内基梅隆大学)
;
Department of Chemistry & Biochemistry, University of Notre Dame(诺丁汉大学化学与生物化学系)
High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation
Chris Camaño, Daniel Huang
机构
*
Department of Computing and Mathematical Sciences, California Institute of Technology(计算与数学科学部,加州理工学院)
;
Department of Computer Science, San Francisco State University(计算机科学部,旧金山州立大学)
;
Base26, CA, USA
Social Perception of Faces in a Vision-Language Model
Carina I. Hausladen, Manuel Knott, Colin F. Camerer, Pietro Perona
机构
*
California Institute of Technology(加州理工学院)
;
ETH Zurich(苏黎世联邦理工学院)
;
Computational Social Science(计算社会科学)
;
Swiss Data Science Center(瑞士数据科学中心)
;
Empa(瑞士联邦材料科学与技术研究院)
Journal refPublished in the Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency (FAccT 2025)
Generative quantum advantage for classical and quantum problems
Hsin-Yuan Huang, Michael Broughton, Norhan Eassa, Hartmut Neven, Ryan Babbush, Jarrod R. McClean
机构
*
Google Quantum AI(谷歌量子AI)
;
Department of Physics, California Institute of Technology(加州理工学院物理系)
;
Department of Physics(物理系)
;
Astronomy, Purdue University(天文学,普渡大学)
Junhua Chen, Lorenz Richter, Julius Berner, Denis Blessing, Gerhard Neumann, Anima Anandkumar
机构
*
University of Cambridge(剑桥大学)
;
Zuse Institute Berlin(柏林图灵研究所)
;
dida Datenschmiede GmbH(dida数据安全公司)
;
NVIDIA(NVIDIA公司)
;
Karlsruhe Institute of Technology(卡尔斯鲁厄理工学院)
;
California Institute of Technology(加州理工学院)
CommentsIn The Thirteenth International Conference on Learning Representations, 2025