Kerenidis, Iordanis
- Quantum Recommendation Systems
2016/03/29 by Iordanis Kerenidis, Kerenidis, Iordanis, Anupam Prakash +1 · 21 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #Information Retrieval (cs.IR) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Quantum computing and artificial intelligence: status and perspectives
2025/05/29 by Giovanni Acampora, Acampora, Giovanni, Andris Ambainis +75 · 6 voices · 4 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #cs.AI #cs.LG #quant-ph
- A Quantum Interior Point Method for LPs and SDPs
2018/08/28 by Iordanis Kerenidis, Anupam Prakash, Kerenidis, Iordanis +1 · 5 citations
Mathematics · #Advanced Optimization Algorithms Research #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum Algorithms for Portfolio Optimization
2019/08/22 by Kerenidis, Iordanis, Prakash, Anupam, Szilágyi, Dániel · 5 citations
#FOS: Economics and business #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Portfolio Management (q-fin.PM) #Quantum Physics (quant-ph)
- Shortcuts to quantum network routing
2016/10/17 by Eddie Schoute, Laura Mančinska, Schoute, Eddie +7 · 3 citations
Computer Science · Physics and Astronomy · #Quantum Information and Cryptography #Quantum Computing Algorithms and Architecture #Quantum Mechanics and Applications
- Exponential Lower Bound for 2-Query Locally Decodable Codes via a Quantum Argument
2002/08/09 by Iordanis Kerenidis, Kerenidis, Iordanis, Ronald de Wolf +1 · 2 citations
Computer Science · Physics and Astronomy · #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata #cs.CC #quant-ph
- Nearest Centroid Classification on a Trapped Ion Quantum Computer
2020/12/08 by Johri, Sonika, Debnath, Shantanu, Mocherla, Avinash +4 · 4 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum algorithms for feedforward neural networks
2018/12/07 by Allcock, Jonathan, Hsieh, Chang-Yu, Kerenidis, Iordanis +1 · 3 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Prospects and challenges of quantum finance
2020/11/12 by Adam Bouland, Wim van Dam, Bouland, Adam +7 · 4 citations
Computer Science · #Computational Finance (q-fin.CP) #FOS: Economics and business #FOS: Physical sciences #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Improved Financial Forecasting via Quantum Machine Learning
2023/05/31 by Sohum Thakkar, Thakkar, Sohum, Skander Kazdaghli +9 · 5 citations
Computer Science · Decision Sciences · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Economics and business #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
- Training-efficient density quantum machine learning
2024/05/30 by Coyle, Brian, Raj, Snehal, Mathur, Natansh +4 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Classical and Quantum Algorithms for Orthogonal Neural Networks
2021/06/14 by Kerenidis, Iordanis, Landman, Jonas, Mathur, Natansh · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum Symmetrically-Private Information Retrieval
2003/07/10 by Iordanis Kerenidis, Ronald de Wolf, Kerenidis, Iordanis +1 · 1 citation
Computer Science · Physics and Astronomy · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #cs.CR #quant-ph
- Quantum machine learning with subspace states
2022/01/31 by Kerenidis, Iordanis, Prakash, Anupam · 2 citations
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- The one-way communication complexity of the Boolean Hidden Matching Problem
2006/07/25 by Iordanis Kerenidis, Kerenidis, Iordanis, Ran Raz +1 · 1 citation
Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Quantum Computing Algorithms and Architecture
- Quantum Fourier Networks for Solving Parametric PDEs
2023/06/27 by Jain, Nishant, Landman, Jonas, Mathur, Natansh +1 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum City: simulation of a practical near-term metropolitan quantum network
2022/11/02 by Yehia, Raja, Neves, Simon, Diamanti, Eleni +1 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Quantum Expectation-Maximization for Gaussian Mixture Models
2019/08/19 by Kerenidis, Iordanis, Luongo, Alessandro, Prakash, Anupam · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantum Physics (quant-ph)
- Medical image classification via quantum neural networks
2021/09/04 by Natansh Mathur, Jonas Landman, Mathur, Natansh +11 · 1 citation
Medicine · Computer Science · #Retinal Imaging and Analysis #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing
- Low depth amplitude estimation on a trapped ion quantum computer
2021/09/20 by Giurgica-Tiron, Tudor, Johri, Sonika, Kerenidis, Iordanis +6 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Improved clinical data imputation via classical and quantum determinantal point processes
2023/03/31 by Kazdaghli, Skander, Kerenidis, Iordanis, Kieckbusch, Jens +1 · 1 citation
#FOS: Physical sciences #Quantum Physics (quant-ph)