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Current reinforcement learning (RL) models still have difficulty generalizing to novel, but related, tasks. They are also often composed of deep neural networks which carry out computations that do…
Date
April 27th, 2022 Speaker
Albert Lin Department
Computer Science
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In response to the climate crisis, many governments around the world have committed to decarbonizing its economy by 2050, requiring technological transitions backed by large infrastructure upgrades…
Date
April 27th, 2022 Speaker
Emiri Moria, UG '22 Department
Economics
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Despite advanced campus energy systems, Princeton spends $10-11 million/year on energy to heat, cool, and power campus buildings, in addition to emitting 75,000-80,000 metric tons of CO2 (equivalent…
Date
April 27th, 2022 Speaker
Harry Shapiro Department
Mechanical and Aerospace Engineering
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Though hurricanes are some of the most destructive natural disasters, with the frequency of intense and damaging hurricanes increasing due to climate change, current estimates of damages from…
Date
April 27th, 2022 Speaker
Katie Kolodner Department
Operations Research and Financial Engineering
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The development of urban transportation is affected by population size, city wealth, urban typology, and the built environment and has significant implications for urban sustainability. We analyze…
Date
April 27th, 2022 Speaker
Xiangwen Fu Department
Public and International Affairs
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The Synthetic Control method has pioneered a class of powerful data-driven techniques to estimate the counterfactual reality of a treated unit from several unexposed donor units. At its core, the…
Date
April 27th, 2022 Speaker
Bhishma Dedhia Department
Electrical and Computer Engineering
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Time-dependent interphase diffusion processes in multiphase heterogeneous media arise ubiquitously in physics, chemistry and biology. The recently developed concept of spreadability,…
Date
April 27th, 2022 Speaker
Haina Wang Department
Chemistry
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The Synthetic Control method has pioneered a class of powerful data-driven techniques to estimate the counterfactual reality of a treated unit from several unexposed donor units. At its core, the…
Date
April 27th, 2022 Speaker
Bhishma Dedhia Department
Electrical and Computer Engineering
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My research explores the relationship between depression and job satisfaction. Less than half of American employees feel satisfied with their jobs. Low job satisfaction affects more than an…
Date
April 27th, 2022 Speaker
Mindy Burton, UG Department
Economics
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Sustaining forest carbon storaged under global change Kailiang Yu Associate Research Scholar High Meadows Environmental Institute Princeton University Monday, Apr 11, 2022 Climate Seminar Series…
Date
April 11th, 2022 Speaker
Kailiang Yu, Princeton University (HMEI) Department
Geosciences Location
Guyot Hall
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In response to growing concerns of bias, discrimination, and
unfairness perpetuated by algorithmic systems, the datasets used to
train and evaluate machine learning models have come under increased…
Date
April 5th, 2022 Speaker
Emily Denton Department
Center for Information Technology Policy Location
Virtual
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This course is primarily intended for non-computer science students who want to understand the foundations of building and testing an ML pipeline, different model types, important considerations in…
Date
January 21st, 2022 Speaker
Savannah Thais Department
PICSciE/Research Computing
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