Hartmut Neven
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German computer scientist
Hartmut Neven's AcademicInfluence.com Rankings
Hartmut Nevencomputer-science Degrees
Computer Science
#900
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#933
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Artificial Intelligence
#213
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#218
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#5100
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Computer Science
Hartmut Neven's Degrees
- PhD Computer Science University of Southern California
- Masters Computer Science Karlsruhe Institute of Technology
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Why Is Hartmut Neven Influential?
(Suggest an Edit or Addition)According to Wikipedia, Hartmut Neven is a scientist working in quantum computing, computer vision, robotics and computational neuroscience. He is best known for his work in face and object recognition and his contributions to quantum machine learning. He is currently Vice President of Engineering at Google where he is leading the Quantum Artificial Intelligence Lab which he founded in 2012.
Hartmut Neven's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Quantum supremacy using a programmable superconducting processor (2019) (4227)
- Barren plateaus in quantum neural network training landscapes (2018) (940)
- Characterizing quantum supremacy in near-term devices (2016) (841)
- Scalable Quantum Simulation of Molecular Energies (2015) (739)
- Classification with Quantum Neural Networks on Near Term Processors (2018) (520)
- Hartree-Fock on a superconducting qubit quantum computer (2020) (466)
- PhotoOCR: Reading Text in Uncontrolled Conditions (2013) (447)
- Large-Scale Object Classification Using Label Relation Graphs (2014) (418)
- Tour the world: Building a web-scale landmark recognition engine (2009) (416)
- A blueprint for demonstrating quantum supremacy with superconducting qubits (2017) (381)
- Digitized adiabatic quantum computing with a superconducting circuit (2015) (381)
- What is the Computational Value of Finite Range Tunneling (2015) (362)
- Quantum approximate optimization of non-planar graph problems on a planar superconducting processor (2020) (334)
- Chiral ground-state currents of interacting photons in a synthetic magnetic field (2016) (292)
- Bayesian Sampling Using Stochastic Gradient Thermostats (2014) (264)
- Power of data in quantum machine learning (2020) (260)
- Spectroscopic signatures of localization with interacting photons in superconducting qubits (2017) (245)
- Commercialize quantum technologies in five years (2017) (234)
- TensorFlow Quantum: A Software Framework for Quantum Machine Learning (2020) (230)
- Large-scale privacy protection in Google Street View (2009) (218)
- Universal quantum control through deep reinforcement learning (2018) (215)
- Low-Depth Quantum Simulation of Materials (2018) (214)
- Encoding Electronic Spectra in Quantum Circuits with Linear T Complexity (2018) (204)
- Fluctuations of Energy-Relaxation Times in Superconducting Qubits. (2018) (186)
- The Bochum/USC Face Recognition System And How it Fared in the FERET Phase III Test (1998) (180)
- Exponential suppression of bit or phase errors with cyclic error correction (2021) (164)
- Realizing topologically ordered states on a quantum processor (2021) (164)
- Spectral signatures of many-body localization of interacting photons (2017) (159)
- Demonstrating a Continuous Set of Two-Qubit Gates for Near-Term Quantum Algorithms. (2020) (146)
- Computational multiqubit tunnelling in programmable quantum annealers (2016) (145)
- Time-crystalline eigenstate order on a quantum processor (2021) (137)
- Optimizing Variational Quantum Algorithms using Pontryagin's Minimum Principle (2016) (137)
- Quantum advantage in learning from experiments (2021) (134)
- Learning to learn with quantum neural networks via classical neural networks (2019) (128)
- Online facial expression recognition based on personalized galleries (1998) (118)
- Establishing the quantum supremacy frontier with a 281 Pflop/s simulation (2019) (113)
- For Fixed Control Parameters the Quantum Approximate Optimization Algorithm's Objective Function Value Concentrates for Typical Instances (2018) (112)
- Quantum Algorithms for Fixed Qubit Architectures (2017) (112)
- Improved Fault-Tolerant Quantum Simulation of Condensed-Phase Correlated Electrons via Trotterization (2019) (109)
- PersonSpotter-fast and robust system for human detection, tracking and recognition (1998) (104)
- Suppressing quantum errors by scaling a surface code logical qubit (2022) (100)
- Simulation of low-depth quantum circuits as complex undirected graphical models (2017) (96)
- Training a Binary Classifier with the Quantum Adiabatic Algorithm (2008) (92)
- Observation of Classical-Quantum Crossover of 1/f Flux Noise and Its Paramagnetic Temperature Dependence. (2016) (90)
- Observation of separated dynamics of charge and spin in the Fermi-Hubbard model (2020) (90)
- Decoding quantum errors with subspace expansions (2019) (86)
- Understanding Quantum Tunneling through Quantum Monte Carlo Simulations. (2015) (84)
- Scaling advantage over path-integral Monte Carlo in quantum simulation of geometrically frustrated magnets (2021) (80)
- Image recognition with an adiabatic quantum computer I. Mapping to quadratic unconstrained binary optimization (2008) (77)
- Training a Large Scale Classifier with the Quantum Adiabatic Algorithm (2009) (72)
- Tour the world: a technical demonstration of a web-scale landmark recognition engine (2009) (72)
- Diabatic Gates for Frequency-Tunable Superconducting Qubits. (2019) (69)
- Systematic Dimensionality Reduction for Quantum Walks: Optimal Spatial Search and Transport on Non-Regular Graphs (2014) (66)
- Focus beyond Quadratic Speedups for Error-Corrected Quantum Advantage (2020) (65)
- Information Scrambling in Computationally Complex Quantum Circuits (2021) (65)
- Information scrambling in quantum circuits (2021) (62)
- Resolving catastrophic error bursts from cosmic rays in large arrays of superconducting qubits (2021) (60)
- Universal discriminative quantum neural networks (2018) (56)
- 29.1 A 28nm Bulk-CMOS 4-to-8GHz ¡2mW Cryogenic Pulse Modulator for Scalable Quantum Computing (2019) (55)
- Robust Classification with Adiabatic Quantum Optimization (2012) (55)
- Quantum simulation of chemistry with sublinear scaling in basis size (2018) (54)
- Design and Characterization of a 28-nm Bulk-CMOS Cryogenic Quantum Controller Dissipating Less Than 2 mW at 3 K (2019) (52)
- Machine learning of high dimensional data on a noisy quantum processor (2021) (51)
- Computational Role of Multiqubit Tunneling in a Quantum Annealer (2015) (51)
- NIPS 2009 Demonstration: Binary Classification using Hardware Implementation of Quantum Annealing (2009) (50)
- Removing leakage-induced correlated errors in superconducting quantum error correction (2021) (49)
- QBoost: Large Scale Classifier Training with Adiabatic Quantum Optimization (2012) (45)
- Compilation of Fault-Tolerant Quantum Heuristics for Combinatorial Optimization (2020) (44)
- Accurately computing the electronic properties of a quantum ring (2020) (43)
- Quantum simulation of the Sachdev-Ye-Kitaev model by asymmetric qubitization (2018) (43)
- Readiness of Quantum Optimization Machines for Industrial Applications (2017) (42)
- A method for building low loss multi-layer wiring for superconducting microwave devices (2017) (41)
- Optimal fermion-to-qubit mapping via ternary trees with applications to reduced quantum states learning (2019) (37)
- Scaling analysis and instantons for thermally assisted tunneling and quantum Monte Carlo simulations (2016) (37)
- Automatic pose estimation system for human faces based on bunch graph matching technology (1998) (36)
- Exponential suppression of bit or phase flip errors with repetitive error correction (2021) (34)
- Nonergodic Delocalized States for Efficient Population Transfer within a Narrow Band of the Energy Landscape (2018) (31)
- Majorana Loop Stabilizer Codes for Error Mitigation in Fermionic Quantum Simulations (2018) (31)
- Computational Role of Collective Tunneling in a Quantum Annealer (2014) (30)
- Artificial quantum thermal bath: Engineering temperature for a many-body quantum system (2015) (29)
- The Snake Optimizer for Learning Quantum Processor Control Parameters (2020) (28)
- Probabilistic Label Relation Graphs with Ising Models (2015) (28)
- Tunable inductive coupling of superconducting qubits in the strongly nonlinear regime (2016) (27)
- Direct measurement of nonlocal interactions in the many-body localized phase (2022) (27)
- Low-Depth Mechanisms for Quantum Optimization (2020) (26)
- Low Depth Quantum Simulation of Electronic Structure (2017) (25)
- Fourier analysis of sampling from noisy chaotic quantum circuits (2017) (25)
- Efficient Population Transfer via Non-Ergodic Extended States in Quantum Spin Glass (2018) (24)
- Entangling Quantum Generative Adversarial Networks. (2021) (23)
- Traversable wormhole dynamics on a quantum processor (2022) (23)
- Signal Processing, Acoustics, and Psychoacoustics for High Quality Desktop Audio (1998) (22)
- Efficient approximation of experimental Gaussian boson sampling (2021) (21)
- Physical qubit calibration on a directed acyclic graph (2018) (21)
- Growth and preservation of entanglement in a many-body localized system (2019) (21)
- Quantum-Assisted Genetic Algorithm (2019) (20)
- Scaling advantage in quantum simulation of geometrically frustrated magnets (2019) (20)
- Status of the Vibrational Theory of Olfaction (2018) (18)
- Neural dynamics parametrically controlled by image correlations organize robot navigation (1996) (17)
- Dynamics parametrically controlled by image correlations organize robot navigation (1996) (17)
- Learning Non-Markovian Quantum Noise from Moiré-Enhanced Swap Spectroscopy with Deep Evolutionary Algorithm (2019) (16)
- Neuroreceptor Activation by Vibration-Assisted Tunneling (2015) (13)
- Rate coherence and event coherence in the visual cortex: a neuronal model of object recognition (1993) (13)
- Statistical analysis of Gabor-filter representation (1998) (12)
- Experimental evaluation of the generalized vibrational theory of G protein-coupled receptor activation (2017) (11)
- Construction of non-convex polynomial loss functions for training a binary classifier with quantum annealing (2014) (10)
- Noise-resilient edge modes on a chain of superconducting qubits (2022) (8)
- A quantum algorithm for training wide and deep classical neural networks (2021) (8)
- Observation of non-Abelian exchange statistics on a superconducting processor (2022) (7)
- Purification-based quantum error mitigation of pair-correlated electron simulations (2022) (7)
- Universal quantum control through deep reinforcement learning (2019) (7)
- Accurately computing electronic properties of materials using eigenenergies (2020) (6)
- Quantum computation of molecular structure using data from challenging-to-classically-simulate nuclear magnetic resonance experiments. (2021) (6)
- Visual Information Processing in Neural Architecture (1994) (6)
- Nonequilibrium Monte Carlo for unfreezing variables in hard combinatorial optimization (2021) (6)
- Learnability and Complexity of Quantum Samples (2020) (6)
- Machine Vision Technology (2007) (5)
- Progress towards a small-scale quantum annealer I: Architecture (2017) (5)
- Intermittency of dynamical phases in a quantum spin glass (2019) (4)
- Formation of robust bound states of interacting microwave photons (2022) (4)
- Overcoming leakage in scalable quantum error correction (2022) (4)
- Noise-resilient Majorana Edge Modes on a Chain of Superconducting Qubits (2022) (4)
- The Bochum / USC Face Recognition Systemand How it Fared in the FERET Phase (1998) (4)
- Path-integral quantum Monte Carlo simulation with open-boundary conditions (2017) (3)
- Totally Corrective Boosting with Cardinality Penalization (2015) (3)
- Dynamics for vision guided autonomous mobile robots (1997) (3)
- Quantum Annealing at Google: Recent Learnings and Next Steps (2016) (3)
- Diversity measure for discrete optimization: Sampling rare solutions via algorithmic quantum annealing (2021) (3)
- Immersive audio for desktop systems (1998) (2)
- Machine learning of high dimensional data on a noisy quantum processor (2021) (1)
- 13th Conference on the Theory of Quantum Computation, Communication and Cryptography, TQC 2018, July 16-18, 2018, Sydney, Australia (2018) (1)
- Quantum simulation of exact electron dynamics can be more efficient than classical mean-field methods (2023) (1)
- What is Ontological and What is Psychological in Ayahuasca Visions? (2011) (1)
- 1 Quantum-Assisted Genetic Algorithm (2019) (0)
- Face detection from video images (1999) (0)
- Path-Integral Quantum Monte Carlo with Open-Boundary Conditions (2017) (0)
- Formation of robust bound states of interacting photons (2022) (0)
- Progress towards a small-scale quantum annealer II: Device characterization and ultra-strong tunable coupling (2017) (0)
- Characterizing quantum supremacy in near-term devices (2018) (0)
- Wavelet-based motion detection face for avatar animation (1999) (0)
- Extracting Coherence Information From Random Circuits Using “Speckle Purity Benchmarking” (2020) (0)
- Computational Role of Tunneling in a Programmable Quantum Annealer (2016) (0)
- Multibiometric system and method based on a single image. (2005) (0)
- Improved Fault-Tolerant Quantum Simulation protect ewline of Condensed-Phase Correlated Electrons protect ewline via Trotterization (2020) (0)
- Quantum-inspired nonlocal parallel tempering with approximate tensor network contractions (2020) (0)
- Decoding quantum errors with subspace expansions (2020) (0)
- Quantum simulation of fermions: geometric locality and error mitigation (2019) (0)
- Frame-based multi-biometric system and process (2005) (0)
- Abstract Submitted for the MAR16 Meeting of The American Physical Society Artificial Quantum Thermal Bath (2015) (0)
- Optimizing Quantum Gate Frequencies for Google’s Quantum Processors (2020) (0)
- Neural dynamics parametrically controlled by approximate visual distance estimates organize robot navigation (1998) (0)
- Simultaneous Measurement of 53 Superconducting Transmons on the Sycamore Processor (2020) (0)
- Progress towards a small-scale quantum annealer III: Device theory and modeling (2017) (0)
- Instantons and scaling of the transitions rates in Quantum Monte Carlo simulations of thermally-assisted quantum tunneling in spin systems (2016) (0)
- Variational quantum algorithms with significantly fewer measurements (2017) (0)
- Multi-qubit circuit characterization through physics-based statistical inference (2019) (0)
- Instantons in Quantum Annealing: Thermally Assisted Tunneling Vs Quantum Monte Carlo Simulations (2015) (0)
- Applications of machine learning and related techniques to quantum control problems (2019) (0)
- Resolving catastrophic error bursts from cosmic rays in large arrays of superconducting qubits (2021) (0)
- Simulating chemical energies to high precision with fully-scalable quantum algorithms on superconducting qubits (2016) (0)
- Artificial Quantum Thermal Bath (2015) (0)
- Comment on"Comment on"Traversable wormhole dynamics on a quantum processor"" (2023) (0)
- Stable Quantum-Correlated Many Body States via Engineered Dissipation (2023) (0)
- Model-based diagnosis in combinational digital circuits: An application with potential for quantum speedup (2017) (0)
- Progress Towards Quantum Annealer v2.0 II: Theory (2018) (0)
- Designing a Comprehensive Visual Recognition System (2010) (0)
- Progress Towards Quantum Annealer v2.0 I: Hardware (2018) (0)
- Collective disispative tunneling during quantum annealing on D-Wave II device (2015) (0)
- Need is All You Need: Homeostatic Neural Networks Adapt to Concept Shift (2022) (0)
- Do Robots powered by a Quantum Processor have the Freedom to swerve? (2021) (0)
- Barren plateaus in quantum neural network training landscapes (2018) (0)
- Phase transition in Random Circuit Sampling (2023) (0)
- Many-body quantum systems provide a mechanism for robust and efficient quantum search (2019) (0)
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