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01-06
2020
Statistical Inference with Ambiguity in the Financial Market【IIIS-Haihua Frontier Seminar Series】
内容： 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 sciences...
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11-06
2020
AI and Security: lessons, challenges and future directions
内容： In this talk, I will talk about challenges and exciting new opportunities at the intersection of AI and Security,how AI and deep learning can enable better security, and how Security can enable...
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10-11
2019
Quantum information processing with multi-modal superconducting circuits
内容： Quantum computers bring in extraordinary capabilities at solving certain problems by taking classically inaccessible paths. A practical quantum computer will need a large number of qubits with ...
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04-06
2021
Optimal rates for independence testing via permutation tests
Defining a natural measure of dependence $D(f)$ to be the squared $L^2$-distance between a joint density $f$ and the product of its marginals, we first show that there is generally no valid test of in...
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12-09
2020
Exploring continuous Pareto fronts in multi-task learning
内容： It is not uncommon for a real-world machine learning application to solve multiple tasks these days. These tasks' objectives often correlate, conflict, or compete with each other, making it imp...
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05-12
2021
The all-or-nothing phenomenon in sparse estimation
标题：The all-or-nothing phenomenon in sparse estimation 演讲人： Jonathan Niles-Weed New York University 时间： 2021-05-12 09:00-2021-05-12 10:30 地点：online ...