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Machine Learning
Quantum Computing
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Composite Learning Units: Generalized Learning Beyond Parameter Updates To Transform LLMs Into Adaptive Reasoners
October 9, 2024
— Machine Learning
Iteration of Thought: Leveraging Inner Dialogue for Autonomous Large Language Model Reasoning
September 19, 2024
— Machine Learning
Quantum-Classical Multiple Kernel Learning
May 28, 2023
— Machine Learning, Quantum Computing
Parallel hybrid quantum-classical machine learning for kernelized time-series classification
May 10, 2023
— Machine Learning, Quantum Computing
Quantum Variational Rewinding for Time Series Anomaly Detection
October 28, 2022
— Machine Learning, Quantum Computing
A quantum generative model for multi-dimensional time series using Hamiltonian learning
April 14, 2022
— Machine Learning, Quantum Computing
Wasserstein Solution Quality and the Quantum Approximate Optimization Algorithm: A Portfolio Optimization Case Study
February 15, 2022
— Quantum Computing
Generalized quantum similarity learning
January 7, 2022
— Machine Learning, Quantum Computing
Quantum constraint learning for quantum approximate optimization algorithm
May 14, 2021
— Machine Learning, Quantum Computing
Quantum option pricing using Wick rotated imaginary time evolution
January 12, 2021
— Quantum Computing