Search Results - "Roberts, Chase"

On-Device Few-Shot Personalization for Real-Time Gaze Estimation by He, Junfeng, Pham, Khoi, Valliappan, Nachiappan, Xu, Pingmei, Roberts, Chase, Lagun, Dmitry, Navalpakkam, Vidhya

“…Building fast and accurate gaze estimation models without additional specialized hardware is a hard problem. In this paper, we present on-device few-shot…”
Get full text

Arbitrary Discrete Sequence Anomaly Detection with Zero Boundary LSTM by Roberts, Chase, Nair, Manish

“…We propose a simple mathematical definition and new neural architecture for finding anomalies within discrete sequence datasets. Our model comprises of a…”
Get full text

Entanglement and Tensor Networks for Supervised Image Classification by Martyn, John, Vidal, Guifre, Roberts, Chase, Leichenauer, Stefan

“…Tensor networks, originally designed to address computational problems in quantum many-body physics, have recently been applied to machine learning tasks…”
Get full text

Anomaly Detection with Tensor Networks by Wang, Jinhui, Roberts, Chase, Vidal, Guifre, Leichenauer, Stefan

“…Originating from condensed matter physics, tensor networks are compact representations of high-dimensional tensors. In this paper, the prowess of tensor…”
Get full text

Quantum computing with differentiable quantum transforms by Di Matteo, Olivia, Izaac, Josh, Bromley, Tom, Hayes, Anthony, Lee, Christina, Schuld, Maria, Száva, Antal, Roberts, Chase, Killoran, Nathan

“…We present a framework for differentiable quantum transforms. Such transforms are metaprograms capable of manipulating quantum programs in a way that preserves…”
Get full text

Variational quantum algorithm for molecular geometry optimization by Delgado, Alain, Arrazola, Juan Miguel, Jahangiri, Soran, Niu, Zeyue, Izaac, Josh, Roberts, Chase, Killoran, Nathan

“…Classical algorithms for predicting the equilibrium geometry of strongly correlated molecules require expensive wave function methods that become impractical…”
Get full text

TensorNetwork: A Library for Physics and Machine Learning by Roberts, Chase, Milsted, Ashley, Ganahl, Martin, Zalcman, Adam, Fontaine, Bruce, Zou, Yijian, Hidary, Jack, Vidal, Guifre, Leichenauer, Stefan

“…TensorNetwork is an open source library for implementing tensor network algorithms. Tensor networks are sparse data structures originally designed for…”
Get full text

PennyLane: Automatic differentiation of hybrid quantum-classical computations by Bergholm, Ville, Izaac, Josh, Schuld, Maria, Gogolin, Christian, Ahmed, Shahnawaz, Ajith, Vishnu, Alam, M. Sohaib, Alonso-Linaje, Guillermo, AkashNarayanan, B, Asadi, Ali, Arrazola, Juan Miguel, Azad, Utkarsh, Banning, Sam, Blank, Carsten, Bromley, Thomas R, Cordier, Benjamin A, Ceroni, Jack, Delgado, Alain, Di Matteo, Olivia, Dusko, Amintor, Garg, Tanya, Guala, Diego, Hayes, Anthony, Hill, Ryan, Ijaz, Aroosa, Isacsson, Theodor, Ittah, David, Jahangiri, Soran, Jain, Prateek, Jiang, Edward, Khandelwal, Ankit, Kottmann, Korbinian, Lang, Robert A, Lee, Christina, Loke, Thomas, Lowe, Angus, McKiernan, Keri, Meyer, Johannes Jakob, Montañez-Barrera, J. A, Moyard, Romain, Niu, Zeyue, O'Riordan, Lee James, Oud, Steven, Panigrahi, Ashish, Park, Chae-Yeun, Polatajko, Daniel, Quesada, Nicolás, Roberts, Chase, Sá, Nahum, Schoch, Isidor, Shi, Borun, Shu, Shuli, Sim, Sukin, Singh, Arshpreet, Strandberg, Ingrid, Soni, Jay, Száva, Antal, Thabet, Slimane, Vargas-Hernández, Rodrigo A, Vincent, Trevor, Vitucci, Nicola, Weber, Maurice, Wierichs, David, Wiersema, Roeland, Willmann, Moritz, Wong, Vincent, Zhang, Shaoming, Killoran, Nathan

“…PennyLane is a Python 3 software framework for differentiable programming of quantum computers. The library provides a unified architecture for near-term…”
Get full text

ADALBERT STIFTER AS HISTORICAL NOVELIST by CHASE, ROBERT ROBERTS

Get full text