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pro vyhledávání: '"Biddle AS"'
The never-ending barrage of malicious emails, such as spam and phishing, is of constant concern for users, who rely on countermeasures such as email filters to keep the intended recipient safe. Modern email filters, one of our few defence mechanisms
Externí odkaz:
http://arxiv.org/abs/2410.11169
Beyond Algorithmic Fairness: A Guide to Develop and Deploy Ethical AI-Enabled Decision-Support Tools
The integration of artificial intelligence (AI) and optimization hold substantial promise for improving the efficiency, reliability, and resilience of engineered systems. Due to the networked nature of many engineered systems, ethically deploying met
Externí odkaz:
http://arxiv.org/abs/2409.11489
Autor:
Zhuo, Sijie, Biddle, Robert, Recomendable, Jared Daniel, Russello, Giovanni, Lottridge, Danielle
Phishing emails typically masquerade themselves as reputable identities to trick people into providing sensitive information and credentials. Despite advancements in cybersecurity, attackers continuously adapt, posing ongoing threats to individuals a
Externí odkaz:
http://arxiv.org/abs/2409.07717
In May 2023, the Georgia Tech Ethics, Technology, and Human Interaction Center organized the Conference on Ethical and Responsible Design in the National AI Institutes. Representatives from the National AI Research Institutes that had been establishe
Externí odkaz:
http://arxiv.org/abs/2407.13926
Autor:
Franson, Kyle, Balmer, William O., Bowler, Brendan P., Pueyo, Laurent, Zhou, Yifan, Rickman, Emily, Zhang, Zhoujian, Mukherjee, Sagnick, Pearce, Tim D., Gagliuffi, Daniella C. Bardalez, Biddle, Lauren I., Brandt, Timothy D., Bowens-Rubin, Rachel, Crepp, Justin R., Davidson, Jr., James W., Faherty, Jacqueline, Ginski, Christian, Horch, Elliott P., Morgan, Marvin, Morley, Caroline V., Perrin, Marshall D., Sanghi, Aniket, Salama, Maissa, Theissen, Christopher A., Tran, Quang H., Wolf, Trevor N.
With a dynamical mass of $3 \, M_\mathrm{Jup}$, the recently discovered giant planet AF Lep b is the lowest-mass imaged planet with a direct mass measurement. Its youth and spectral type near the L/T transition make it a promising target to study the
Externí odkaz:
http://arxiv.org/abs/2406.09528
Giant planets grow by accreting gas through circumplanetary disks, but little is known about the timescale and mechanisms involved in the planet assembly process because few accreting protoplanets have been discovered. Recent visible and infrared (IR
Externí odkaz:
http://arxiv.org/abs/2402.12601
Autor:
Rehill, Patrick, Biddle, Nicholas
Causal machine learning methods can be used to search for treatment effect heterogeneity in high-dimensional datasets even where we lack a strong enough theoretical framework to select variables or make parametric assumptions about data. This paper u
Externí odkaz:
http://arxiv.org/abs/2401.07075
Autor:
Rehill, Patrick, Biddle, Nicholas
Causal machine learning tools are beginning to see use in real-world policy evaluation tasks to flexibly estimate treatment effects. One issue with these methods is that the machine learning models used are generally black boxes, i.e., there is no gl
Externí odkaz:
http://arxiv.org/abs/2310.13240
Autor:
Rehill, Patrick, Biddle, Nicholas
Causal machine learning methods which flexibly generate heterogeneous treatment effect estimates could be very useful tools for governments trying to make and implement policy. However, as the critical artificial intelligence literature has shown, go
Externí odkaz:
http://arxiv.org/abs/2309.00805
Autor:
Zhou, Yifan, Bowler, Brendan P., Yang, Haifeng, Sanghi, Aniket, Herczeg, Gregory J., Kraus, Adam L., Bae, Jaehan, Long, Feng, Follette, Katherine B., Ward-Duong, Kimberley, Zhu, Zhaohuan, Biddle, Lauren I., Close, Laird M., Jiang, Lillian Yushu, Wu, Ya-Lin
The proposed protoplanet AB Aur b is a spatially concentrated emission source imaged in the mm-wavelength disk gap of the Herbig Ae/Be star AB Aur. Its near-infrared spectrum and absence of strong polarized light have been interpreted as evidence sup
Externí odkaz:
http://arxiv.org/abs/2308.16223