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06-11
2025
Statistical Inference with Ambiguity in the Financial Market【IIIS-Haihua Frontier Seminar Series】
Abstract: This paper argues that statistical inference of social data (e.g., stock market, human/organizational behavior, etc.) cannot be analyzed with the same statistical tools used in natural scie...
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06-11
2025
Neutral networks, quantum chaos and Sachdev-Ye-Kitaev models
Abstract: We will first review the recent progress in SYK models and their global impacts in quantum gravity, QCD, condensed matter physics, quantum information science and deep machine learning. The...
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06-11
2025
Constrained Text Generation: Monte-Carlo Meets Neural Nets
Abstract: Recent progress in text generation technologies have been transformative in the way people create, access, and share information online and/or through mobile apps. In this talk, I will pre...
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06-11
2025
Quantum simulations with strongly interacting photons: Simulating exotic phases of matter and applications in quantum technology
Abstract: Classical computers require enormous computing power and memory to simulate even the most modest quantum systems. That makes it difficult to model, for example, why certain materials are in...
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06-11
2025
Raising optical Schrödinger's cat with a cavity QED system
Abstract: Engineering macroscopic quantum state of light is an important goal in quantum optics. However, generating such photonic states in a deterministic way turns out to be hard, as photon-photon...
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06-11
2025
Analog and digital-analog quantum simulation of the Quantum Rabi Model
Abstract: I will introduce the concept of analog and digital quantum simulations as a means of reproducing physical models onto more controllable quantum systems. I will explain the role of these par...