Isaac L. Chuang

72 papers A* 6A 2B 4Journal 54Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Does SGD Seek Flatness or Sharpness? An Exactly Solvable Model. CoRR Yizhou Xu, Pierfrancesco Beneventano, Isaac L. Chuang, Liu Ziyin
2025	J	`jnl`	A universal compression theory: Lottery ticket hypothesis and superpolynomial scaling laws. CoRR Hong-Yi Wang, Di Luo, Tomaso A. Poggio, Isaac L. Chuang, Liu Ziyin
2025	A*	`conf`	Formation of Representations in Neural Networks. ICLR Liu Ziyin, Isaac L. Chuang, Tomer Galanti, Tomaso A. Poggio
2025	J	`jnl`	Heterosynaptic Circuits Are Universal Gradient Machines. CoRR Liu Ziyin, Isaac L. Chuang, Tomaso A. Poggio
2025	J	`jnl`	Modular quantum signal processing in many variables. Quantum Zane M. Rossi, Jack L. Ceroni, Isaac L. Chuang
2025	J	`jnl`	Neural Thermodynamics I: Entropic Forces in Deep and Universal Representation Learning. CoRR Liu Ziyin, Yizhou Xu, Isaac L. Chuang
2025	J	`jnl`	Parallel Quantum Signal Processing Via Polynomial Factorization. Quantum John M. Martyn, Zane M. Rossi, Kevin Z. Cheng, Yuan Liu, Isaac L. Chuang
2025	J	`jnl`	Parameter Symmetry Breaking and Restoration Determines the Hierarchical Learning in AI Systems. CoRR Liu Ziyin, Yizhou Xu, Tomaso A. Poggio, Isaac L. Chuang
2025	J	`jnl`	Proof of a perfect platonic representation hypothesis. CoRR Ziyin Liu, Isaac L. Chuang
2025	A*	`conf`	Remove Symmetries to Control Model Expressivity and Improve Optimization. ICLR Liu Ziyin, Yizhou Xu, Isaac L. Chuang
2025	J	`jnl`	Topological Invariance and Breakdown in Learning. CoRR Yongyi Yang, Tomaso A. Poggio, Isaac L. Chuang, Liu Ziyin
2025	J	`jnl`	Toward Mixed Analog-Digital Quantum Signal Processing: Quantum AD/DA Conversion and the Fourier Transform. IEEE Trans. Signal Process. Yuan Liu, John M. Martyn, Jasmine Sinanan-Singh, Kevin Smith, Steven M. Girvin, Isaac L. Chuang
2024	J	`jnl`	ARQUIN: Architectures for Multinode Superconducting Quantum Computers. ACM Trans. Quantum Comput. James Ang, Gabriella Carini, Yanzhu Chen, Isaac L. Chuang, Michael DeMarco, Sophia E. Economou, Alec Eickbusch, Andrei Faraon, Kai-Mei Fu, Steven M. Girvin, Michael Hatridge, Andrew A. Houck, Paul Hilaire, Kevin Krsulich, Ang Li, Chenxu Liu, Yuan Liu, Margaret Martonosi, David C. McKay, Jim Misewich, Mark B. Ritter, Robert J. Schoelkopf, Samuel A. Stein, Sara Sussman, Hong Tang, Wei Tang, Teague Tomesh, Norm M. Tubman, Chen Wang, Nathan Wiebe, Yongxin Yao, Dillon Yost, Yiyu Zhou
2024	J	`jnl`	Formation of Representations in Neural Networks. CoRR Liu Ziyin, Isaac L. Chuang, Tomer Galanti, Tomaso A. Poggio
2024	J	`jnl`	Reliable Computation by Large-Alphabet Formulas in the Presence of Noise. IEEE Trans. Inf. Theory Andrew K. Tan, Matthew H. Ho, Isaac L. Chuang
2024	J	`jnl`	Remove Symmetries to Control Model Expressivity. CoRR Liu Ziyin, Yizhou Xu, Isaac L. Chuang
2024	J	`jnl`	Single-shot Quantum Signal Processing Interferometry. Quantum Jasmine Sinanan-Singh, Gabriel L. Mintzer, Isaac L. Chuang, Yuan Liu
2023	A*	`conf`	HetArch: Heterogeneous Microarchitectures for Superconducting Quantum Systems. MICRO Samuel A. Stein, Sara Sussman, Teague Tomesh, Charles Guinn, Esin Tureci, Sophia Fuhui Lin, Wei Tang, James Ang, Srivatsan Chakram, Ang Li, Margaret Martonosi, Fred Chong, Andrew A. Houck, Isaac L. Chuang, Michael Austin DeMarco
2023	J	`jnl`	Microarchitectures for Heterogeneous Superconducting Quantum Computers. CoRR Samuel A. Stein, Sara Sussman, Teague Tomesh, Charles Guinn, Esin Tureci, Sophia Fuhui Lin, Wei Tang, James Ang, Srivatsan Chakram, Ang Li, Margaret Martonosi, Frederic T. Chong, Andrew A. Houck, Isaac L. Chuang, Michael Austin DeMarco
2023	J	`jnl`	Minimum Trotterization Formulas for a Time-Dependent Hamiltonian. Quantum Tatsuhiko N. Ikeda, Asir Abrar, Isaac L. Chuang, Sho Sugiura
2023	J	`jnl`	On reliable computation over larger alphabets. CoRR Andrew K. Tan, Matthew Ho, Isaac L. Chuang
2023	J	`jnl`	Resource savings from fault-tolerant circuit design. CoRR Andrew K. Tan, Isaac L. Chuang
2022	J	`jnl`	Biological error correction codes generate fault-tolerant neural networks. CoRR Alexander Zlokapa, Andrew K. Tan, John M. Martyn, Max Tegmark, Isaac L. Chuang
2022	J	`jnl`	Multivariable quantum signal processing (M-QSP): prophecies of the two-headed oracle. Quantum Zane M. Rossi, Isaac L. Chuang
2022	J	`jnl`	Pareto-Optimal Clustering with the Primal Deterministic Information Bottleneck. Entropy Andrew K. Tan, Max Tegmark, Isaac L. Chuang
2022	J	`jnl`	Pareto-optimal clustering with the primal deterministic information bottleneck. CoRR Andrew K. Tan, Max Tegmark, Isaac L. Chuang
2021	J	`jnl`	Active Learning of Quantum System Hamiltonians yields Query Advantage. CoRR Arkopal Dutt, Edwin Pednault, Chai Wah Wu, Sarah Sheldon, John A. Smolin, Lev Bishop, Isaac L. Chuang
2021	J	`jnl`	Confident Learning: Estimating Uncertainty in Dataset Labels. J. Artif. Intell. Res. Curtis G. Northcutt, Lu Jiang, Isaac L. Chuang
2020	J	`jnl`	IP Geolocation Underestimates Regressive Economic Patterns in MOOC Usage. CoRR Daniela Ganelin, Isaac L. Chuang
2019	J	`jnl`	Confident Learning: Estimating Uncertainty in Dataset Labels. CoRR Curtis G. Northcutt, Lu Jiang, Isaac L. Chuang
2019	J	`jnl`	Hamiltonian Simulation by Qubitization. Quantum Guang Hao Low, Isaac L. Chuang
2019	—	`conf`	IP Geolocation Underestimates Regressive Economic Patterns in MOOC Usage. ICETC Daniela Ganelin, Isaac L. Chuang
2019	A	`conf`	Learnability for the Information Bottleneck. UAI Tailin Wu, Ian S. Fischer, Isaac L. Chuang, Max Tegmark
2019	J	`jnl`	Learnability for the Information Bottleneck. CoRR Tailin Wu, Ian S. Fischer, Isaac L. Chuang, Max Tegmark
2019	J	`jnl`	Learnability for the Information Bottleneck. Entropy Tailin Wu, Ian S. Fischer, Isaac L. Chuang, Max Tegmark
2019	J	`jnl`	Modelling and Using Response Times in Online Courses. J. Learn. Anal. Ilia Rushkin, Isaac L. Chuang, Dustin Tingley
2019	—	`conf`	Operating Characteristics for Binary Hypothesis Testing in Quantum Systems. Allerton Catherine Medlock, Alan V. Oppenheim, Isaac L. Chuang, Qi Ding
2019	J	`jnl`	Recurrent Neural Networks in the Eye of Differential Equations. CoRR Murphy Yuezhen Niu, Lior Horesh, Isaac L. Chuang
2018	J	`jnl`	High Performance Quantum Modular Multipliers. CoRR Rich Rines, Isaac L. Chuang
2018	J	`jnl`	Meta-learning autoencoders for few-shot prediction. CoRR Tailin Wu, John Peurifoy, Isaac L. Chuang, Max Tegmark
2018	J	`jnl`	Modelling and Using Response Times in Online Courses. CoRR Ilia Rushkin, Isaac L. Chuang, Dustin Tingley
2017	B	`conf`	Google BigQuery for Education: Framework for Parsing and Analyzing edX MOOC Data. L@S Glenn Lopez, Daniel T. Seaton, Andrew M. Ang, Dustin Tingley, Isaac L. Chuang
2017	A	`conf`	Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels. UAI Curtis G. Northcutt, Tailin Wu, Isaac L. Chuang
2017	J	`jnl`	Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels. CoRR Curtis G. Northcutt, Tailin Wu, Isaac L. Chuang
2016	J	`jnl`	Detecting and preventing "multiple-account" cheating in massive open online courses. Comput. Educ. Curtis G. Northcutt, Andrew D. Ho, Isaac L. Chuang
2016	—	`book`	Quantum Computation and Quantum Information (10th Anniversary edition). Michael A. Nielsen, Isaac L. Chuang
2016	J	`jnl`	Technologies for trapped-ion quantum information systems. Quantum Inf. Process. Amira M. Eltony, Dorian Gangloff, Molu Shi, Alexei Bylinskii, Vladan Vuletic, Isaac L. Chuang
2015	J	`jnl`	Detecting and Preventing "Multiple-Account" Cheating in Massive Open Online Courses. CoRR Curtis G. Northcutt, Andrew D. Ho, Isaac L. Chuang
2015	B	`conf`	Probabilistic Use Cases: Discovering Behavioral Patterns for Predicting Certification. L@S Cody A. Coleman, Daniel T. Seaton, Isaac L. Chuang
2014	B	`conf`	Due dates in MOOCs: does stricter mean better? L@S Sergiy O. Nesterko, Daniel T. Seaton, Justin Reich, Joseph McIntyre, Qiuyi Han, Isaac L. Chuang, Andrew D. Ho
2014	J	`jnl`	Privacy, anonymity, and big data in the social sciences. Commun. ACM Jon P. Daries, Justin Reich, Jim Waldo, Elise M. Young, Jonathan Whittinghill, Andrew D. Ho, Daniel T. Seaton, Isaac L. Chuang
2014	J	`jnl`	Quantum Inference on Bayesian Networks. CoRR Guang Hao Low, Theodore J. Yoder, Isaac L. Chuang
2014	J	`jnl`	Who does what in a massive open online course? Commun. ACM Daniel T. Seaton, Yoav Bergner, Isaac L. Chuang, Piotr Mitros, David E. Pritchard
2013	—	`conf`	Analysis of Video Use in edX Courses. AIED Workshops Daniel T. Seaton, Albert J. Rodenius, Cody A. Coleman, David E. Pritchard, Isaac L. Chuang
2013	—	`conf`	Towards Real-Time Analytics in MOOCs. IWTA@LAK Daniel T. Seaton, Yoav Bergner, Isaac L. Chuang, Piotr Mitros, David E. Pritchard
2011	J	`jnl`	Transversality Versus Universality for Additive Quantum Codes. IEEE Trans. Inf. Theory Bei Zeng, Andrew W. Cross, Isaac L. Chuang
2009	J	`jnl`	Demonstration of a scalable, multiplexed ion trap for quantum information processing. Quantum Inf. Comput. David R. Leibrandt, Jaroslaw Labaziewicz, Robert J. Clark, Isaac L. Chuang, Ryan J. Epstein, Christian Ospelkaus, Janus H. Wesenberg, John J. Bollinger, Dietrich Leibfried, David J. Wineland, Daniel Stick, Jonathan D. Sterk, Christopher R. Monroe, Chien-Shing Pai, Yee Low, Robert E. Frahm, Richart E. Slusher
2008	J	`jnl`	High-level interconnect model for the quantum logic array architecture. ACM J. Emerg. Technol. Comput. Syst. Tzvetan S. Metodi, Darshan D. Thaker, Andrew W. Cross, Isaac L. Chuang, Frederic T. Chong
2007	—	`conf`	Design-space exploration of fault-tolerant building blocks for large-scale quantum computing. NANOARCH Tzvetan S. Metodi, Andrew W. Cross, Darshan D. Thaker, Isaac L. Chuang, Frederic T. Chong
2007	A*	`conf`	The quantum Schur and Clebsch-Gordan transforms: I. efficient qudit circuits. SODA Dave Bacon, Isaac L. Chuang, Aram W. Harrow
2006	J	`jnl`	A Layered Software Architecture for Quantum Computing Design Tools. Computer Krysta M. Svore, Alfred V. Aho, Andrew W. Cross, Isaac L. Chuang, Igor L. Markov
2006	J	`jnl`	A flow-map model for analyzing pseudothresholds in fault-tolerant quantum computing. Quantum Inf. Comput. Krysta M. Svore, Andrew W. Cross, Isaac L. Chuang, Alfred V. Aho
2006	A*	`conf`	Quantum Memory Hierarchies: Efficient Designs to Match Available Parallelism in Quantum Computing. ISCA Darshan D. Thaker, Tzvetan S. Metodi, Andrew W. Cross, Isaac L. Chuang, Frederic T. Chong
2005	J	`jnl`	Recursive TMR: Scaling Fault Tolerance in the Nanoscale Era. IEEE Des. Test Comput. Darshan D. Thaker, François Impens, Isaac L. Chuang, Rajeevan Amirtharajah, Frederic T. Chong
2004	J	`jnl`	Datapath and control for quantum wires. ACM Trans. Archit. Code Optim. Nemanja Isailovic, Mark Whitney, Yatish Patel, John Kubiatowicz, Dean Copsey, Frederic T. Chong, Isaac L. Chuang, Mark Oskin
2004	J	`jnl`	NMR Quantum Information Processing. Quantum Inf. Process. Chandrasekhar Ramanathan, Nicolas Boulant, Zhiying Chen, David G. Cory, Isaac L. Chuang, Matthias Steffen
2003	A*	`conf`	Building Quantum Wires: The Long and the Short of It. ISCA Mark Oskin, Frederic T. Chong, Isaac L. Chuang, John Kubiatowicz
2003	B	`conf`	The effect of communication costs in solid-state quantum computing architectures. SPAA Dean Copsey, Mark Oskin, Tzvetan S. Metodi, Frederic T. Chong, Isaac L. Chuang, John Kubiatowicz
2002	J	`jnl`	A Practical Architecture for Reliable Quantum Computers. Computer Mark Oskin, Frederic T. Chong, Isaac L. Chuang
2001	J	`jnl`	NMR quantum computing: lessons for the future. Quantum Inf. Comput. Lieven M. K. Vandersypen, Isaac L. Chuang
2001	J	`jnl`	Toward Quantum Computation: A Five-Qubit Quantum Processor. IEEE Micro Matthias Steffen, Lieven M. K. Vandersypen, Isaac L. Chuang
2000	J	`jnl`	Reversible arithmetic coding for quantum data compression. IEEE Trans. Inf. Theory Isaac L. Chuang, Dharmendra S. Modha