Search for tag: "algorithms"

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01:14:25 CITP Lecture: Peter Henderson – Aligning… CITP Lecture: Peter Henderson – Aligning Machine Learning, Law, and Policy for Responsible Real-World Deployments	CITP Lecture: Peter Henderson – Aligning Machine Learning, Law, and Policy for Responsible Real-World Deployments Machine learning (ML) is being deployed to a vast array of real-world applications with profound impacts on society. ML can have positive impacts, such as aiding in the discovery of new cures for… machine learning algorithms policy model models lot task estimator law tax tasks sampling problem decisions reward setting algorithm irs language machine distribution optimization bit From CI Center for Information Technology Policy 0 likes 4 plays Date April 18th, 2023 Speaker Peter Henderson Department Center for Information Technology Policy Location CS105
03:01 Violence, Ethics, and Social Media, Jeffery Chen,… Violence, Ethics, and Social Media, Jeffery Chen, UG '25 (2765310)	Violence, Ethics, and Social Media, Jeffery Chen, UG '25 (2765310) For many of us, social media is an integral part of our everyday lives. But the ramifications of social media can go beyond just an unfunny post or angry response; on more than one occasion, social… prd23 princeton research day undergraduate research rockefeller college rocky college technology and society design and engineering ai artificial intelligence media companies content violence water platform moderation algorithms 2010s 90s regimes consequentialism posts frameworks philosophy ethics vision levels platforms structure From Research Princeton Research Day 3 likes 53 plays Date May 4th, 2023 Speaker Jeffery Chen, UG '25 Department Technology and Society
03:12 Spot the Difference: Using Camera Traps and Coat… Spot the Difference: Using Camera Traps and Coat Patterns to Identify Individual African Civets (Civettictis civetta) and Analyze Image ID Algorithm Accuracy, Catherine Keim, UG '23 (2264666)	Spot the Difference: Using Camera Traps and Coat Patterns to Identify Individual African Civets (Civettictis civetta) and Analyze Image ID Algorithm Accuracy, Catherine Keim, UG '23 (2264666) Because mesocarnivores (carnivores at intermediate trophic levels) are generally solitary, elusive, and nocturnal, they are very difficult to research. One technology that can remedy this is the… prd23 princeton research day carnivore undergraduate research forbes college ecology and evolutionary biology civet camera trap fieldwork gorongosa national park data science camera civets patterns mezzo animals tool traps carnivores picture images features algorithms footage pictures individual trap individuals species From Research Princeton Research Day 5 likes 75 plays Date May 3rd, 2023 Speaker Catherine Keim, UG '23 (2264666) Department Ecology and Evolutionary Biology
01:04:49 CITP Lecture: Michael P. Kim - Foundations of… CITP Lecture: Michael P. Kim - Foundations of Responsible Machine Learning	CITP Lecture: Michael P. Kim - Foundations of Responsible Machine Learning Algorithms make predictions about people constantly. The spread of such prediction systems has raised concerns that machine learning algorithms may exhibit problematic behavior, especially… indistinguishability calibration outcome predictor machine model predictions loss question notion algorithm algorithms class fairness prediction groups multi probability learning minimization From CI Center for Information Technology Policy 0 likes 16 plays Date March 20th, 2023 Speaker MIchael P. Kim Department Center forinformation Technology Policy Location Computer Science 105
01:24:09 A.I. and the Future of Religion: A Conversation… A.I. and the Future of Religion: A Conversation with Beth Singler	A.I. and the Future of Religion: A Conversation with Beth Singler Beth Singler is Assistant Professor in Digital Religion(s) at the University of Zurich in the Faculty of Theology. She explores the social, ethical, philosophical, and religious implications of… ai religion things algorithm children future question intelligence conversation kind sense term lot attention singularity ways sort algorithms groups point From jlegath Legath 0 likes 57 plays Date November 15th, 2022 Speaker Beth Singler, Suzanne van Geuns Department CCSR Location Green Hall O-S-6
31:57 DataX SCM Workshop 6-2022_Bradic DataX SCM Workshop 6-2022_Bradic	DataX SCM Workshop 6-2022_Bradic period treatment machine inference learners pretreatment model bootstrap effect hat control estimator forest statistic test predictions algorithms misspecification weights difference From Broadcast Broadcast Center Staff 0 likes 4 plays
05:44 Amy Winecoff: DataX Information Technology Policy… Amy Winecoff: DataX Information Technology Policy Data Scientist	Amy Winecoff: DataX Information Technology Policy Data Scientist recommendation systems users recommendations algorithms startups folk platforms term projects society companies intelligence understanding researchers types songs hop hip consequences From Broadcast Broadcast Center Staff 0 likes 27 plays
07:54 Jose Garrrido Torres: DataX Catalysis Data… Jose Garrrido Torres: DataX Catalysis Data Scientists	Jose Garrrido Torres: DataX Catalysis Data Scientists machine algorithm laboratory reactions tools chemistry manner science platform experimentalist experiments tags platforms machines samples models algorithms learning possibility instance From Broadcast Broadcast Center Staff 0 likes 48 plays
02:11 Now, or in Seven Years: An Analysis of Social and… Now, or in Seven Years: An Analysis of Social and Traditional Media Responses to the IPCC’s Sixth Assessment Report, Aaron Serianni, UG '25 (3958083)	Now, or in Seven Years: An Analysis of Social and Traditional Media Responses to the IPCC’s Sixth Assessment Report, Aaron Serianni, UG '25 (3958083) On April 4, 2022, Working Group III of the Intergovernmental Panel on Climate Change published their contribution to the Sixth Assessment Report, Climate Change 2022: Mitigation of Climate Change,… ipcc intergovernmental panel on climate change climate change climate policy social media twitter tweets clustering semantics sentiment algorithms climate change amount cluster analysis articles techniques policies media science pace cycle events trend findings input subsets From Research Princeton Research Day 3 likes 24 plays Date April 27th, 2022 Speaker Aaron Serianni Department Mathematics
02:56 Generative Art, Luke Shannon, UG '23… Generative Art, Luke Shannon, UG '23 (3965156)	Generative Art, Luke Shannon, UG '23 (3965156) I make generative art (in which the artist deliberately gives some amount of control to an autonomous system). Almost all of my work is a code-generated instance of an algorithm with an infinite,… generative art creative coding algorithms visual art computer science art machine algorithm output 3d printer embroidery wall point pen versions process gender body student etl spoon performance infinity instance From Research Princeton Research Day 4 likes 64 plays Date April 27th, 2022 Speaker Luke Shannon Department Computer Science
51:26 CITP Seminar: Amy Winecoff - Today’s… CITP Seminar: Amy Winecoff - Today’s Machine Learning Needs Yesterday’s Social Science	CITP Seminar: Amy Winecoff - Today’s Machine Learning Needs Yesterday’s Social Science Research on machine learning (ML) algorithms, as well as on their ethical impacts, has focused largely on mathematical or computational questions. However, for algorithmic systems to be useful,… machine learning algorithms ethics social science technology systems simulation lot entrepreneurs psychology similarity study ai simulations studies things machine experiments ways types cases users science agents From CI Center for Information Technology Policy 0 likes 19 plays Date April 19th, 2022 Speaker Amy Winecoff Department Center for Information Technology Policy Location Virtual
49:05 CITP Seminar Emily Denton - Data, Power, and AI… CITP Seminar Emily Denton - Data, Power, and AI Ethics: Critiquing and Rethinking Machine Learning Data Infrastructure	CITP Seminar Emily Denton - Data, Power, and AI Ethics: Critiquing and Rethinking Machine Learning Data Infrastructure 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… bias discrimination artificial intelligence data sets algorithms machine learning dataset kind machine datasets field lot benchmarks benchmark things learning task competition model tasks thing models folks imagenet problem kinds From CI Center for Information Technology Policy 0 likes 11 plays Date April 5th, 2022 Speaker Emily Denton Department Center for Information Technology Policy Location Virtual
53:09 CITP Seminar: Kristian Lum - Closer Than They… CITP Seminar: Kristian Lum - Closer Than They Appear: A Bayesian Perspective on Individual-level Heterogeneity in Risk Assessment	CITP Seminar: Kristian Lum - Closer Than They Appear: A Bayesian Perspective on Individual-level Heterogeneity in Risk Assessment Risk assessment instruments are used across the criminal justice system to estimate the probability of some future behavior given covariates. The estimated probabilities are then used in making… risk assessment criminal justice probabilities dataset algorithms individuals model groups individual sort probability uncertainty person models distribution risk thing things lot level average variance scenario intervals From CI Center for Information Technology Policy 0 likes 7 plays Date March 15th, 2022 Speaker Kristian Lum Department Center for Information Technology Policy Location Virtual
01:09:21 Heng Yang Job Talk P.1 Heng Yang Job Talk P.1	Heng Yang Job Talk P.1 estimation problem problems model perception point end estimator outliers convex algorithms optimization solution correspondences question pop function 3d talk hand From Broadcast Broadcast Center Staff 0 likes 32 plays
49:12 CITP Seminar: Danny Rogers - Disinformation and… CITP Seminar: Danny Rogers - Disinformation and Its Threat to Democracy	CITP Seminar: Danny Rogers - Disinformation and Its Threat to Democracy We are at a watershed moment in the history of information. The internet has given historically underrepresented voices unprecedented access to tools for self-expression, new platforms to build… algorithms disinformation technology kind facebook cetera sort risk media truth harm things fact actors narrative narratives problem definition moment danny cyrus lot attention From CI Center for Information Technology Policy 0 likes 25 plays Date February 1st, 2022 Speaker Danny Rogers, Global Disinformation Index Department Center for Information Technology Policy Location Virtual
42:09 CITP Seminar: Matt Weinberg - A Crash Course on… CITP Seminar: Matt Weinberg - A Crash Course on Algorithmic Mechanism Design	CITP Seminar: Matt Weinberg - A Crash Course on Algorithmic Mechanism Design Algorithmic Mechanism Design studies the design of algorithms in settings where participants have their own incentives. For example, when executing an ad auction, the auctioneer/designer wants to… algorithms algorithm side strategy lot job matching proof choice doctor hospital preferences doctors thing mechanism students problem practice question partner theory From CI Center for Information Technology Policy 0 likes 19 plays Date November 16th, 0021 Speaker Matt Weinberg Department Princeton University, Center for Information Technology Policy Location Virtual