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Publication search results
found 60 matches
- 2024
- Manley Roberts, Himanshu Thakur, Christine Herlihy, Colin White, Samuel Dooley:
To the Cutoff... and Beyond? A Longitudinal Perspective on LLM Data Contamination. ICLR 2024 - Arka Pal, Deep Karkhanis, Samuel Dooley, Manley Roberts, Siddartha Naidu, Colin White:
Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive. CoRR abs/2402.13228 (2024) - Rhea Sanjay Sukthanker, Arber Zela, Benedikt Staffler, Samuel Dooley, Josif Grabocka, Frank Hutter:
Multi-objective Differentiable Neural Architecture Search. CoRR abs/2402.18213 (2024) - Sanyam Kapoor, Nate Gruver, Manley Roberts, Katherine M. Collins, Arka Pal, Umang Bhatt, Adrian Weller, Samuel Dooley, Micah Goldblum, Andrew Gordon Wilson:
Large Language Models Must Be Taught to Know What They Don't Know. CoRR abs/2406.08391 (2024) - Colin White, Samuel Dooley, Manley Roberts, Arka Pal, Benjamin Feuer, Siddhartha Jain, Ravid Shwartz-Ziv, Neel Jain, Khalid Saifullah, Siddartha Naidu, Chinmay Hegde, Yann LeCun, Tom Goldstein, Willie Neiswanger, Micah Goldblum:
LiveBench: A Challenging, Contamination-Free LLM Benchmark. CoRR abs/2406.19314 (2024) - 2023
- Samuel Dooley:
Expanding Robustness in Responsible AI for Novel Bias Mitigation. University of Maryland, College Park, MD, USA, 2023 - Valeriia Cherepanova, Steven Reich, Samuel Dooley, Hossein Souri, John P. Dickerson, Micah Goldblum, Tom Goldstein:
A Deep Dive into Dataset Imbalance and Bias in Face Identification. AIES 2023: 229-247 - Andy Reed, Laurence S. Dooley, Soraya Kouadri Mostéfaoui:
Packet Filtering and Sampling for Efficient Slow Denial of Service Detection in Resource Scarce IoT Networks. ISNCC 2023: 1-6 - John Beverley, Sam Smith, Matthew Diller, William D. Duncan, Jie Zheng, John W. Judkins, William R. Hogan, Robin McGill, Damion M. Dooley, Yongqun He:
The Occupation Ontology (OccO): Building a Bridge between Global Occupational Standards. JOWO 2023 - Samuel Dooley, Gurnoor Singh Khurana, Chirag Mohapatra, Siddartha V. Naidu, Colin White:
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting. NeurIPS 2023 - Samuel Dooley, Rhea Sukthanker, John P. Dickerson, Colin White, Frank Hutter, Micah Goldblum:
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition. NeurIPS 2023 - Alan F. Luo, Noel Warford, Samuel Dooley, Rachel Greenstadt, Michelle L. Mazurek, Nora McDonald:
How Library IT Staff Navigate Privacy and Security Challenges and Responsibilities. USENIX Security Symposium 2023: 5647-5664 - Arka Pal, Deep Karkhanis, Manley Roberts, Samuel Dooley, Arvind Sundararajan, Siddartha Naidu:
Giraffe: Adventures in Expanding Context Lengths in LLMs. CoRR abs/2308.10882 (2023) - Manley Roberts, Himanshu Thakur, Christine Herlihy, Colin White, Samuel Dooley:
Data Contamination Through the Lens of Time. CoRR abs/2310.10628 (2023) - Richeek Das, Samuel Dooley:
Fairer and More Accurate Tabular Models Through NAS. CoRR abs/2310.12145 (2023) - Samuel Dooley, Gurnoor Singh Khurana, Chirag Mohapatra, Siddartha Naidu, Colin White:
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting. CoRR abs/2311.01933 (2023) - 2022
- Abderahman Rejeb, John G. Keogh, Wayne Martindale, Damion M. Dooley, Edward Smart, Steven Simske, Samuel Fosso Wamba, John G. Breslin, Kosala Yapa Bandara, Subhasis Thakur, Kelly Liu, Bridgette Crowley, Sowmya Desaraju, Angela Ospina, Horia Bradau:
Charting Past, Present, and Future Research in the Semantic Web and Interoperability. Future Internet 14(6): 161 (2022) - Lennert Verboven, Toon Calders, Steven Callens, John Black, Gary Maartens, Kelly E. Dooley, Samantha Potgieter, Robin M. Warren, Kris Laukens, Annelies Van Rie:
A treatment recommender clinical decision support system for personalized medicine: method development and proof-of-concept for drug resistant tuberculosis. BMC Medical Informatics Decis. Mak. 22(1): 56 (2022) - Angelica Goetzen, Samuel Dooley, Elissa M. Redmiles:
Ctrl-Shift: How Privacy Sentiment Changed from 2019 to 2021. Proc. Priv. Enhancing Technol. 2022(4): 457-485 (2022) - Samuel Dooley, Dana Turjeman, John P. Dickerson, Elissa M. Redmiles:
Field Evidence of the Effects of Privacy, Data Transparency, and Pro-social Appeals on COVID-19 App Attractiveness. CHI 2022: 622:1-622:21 - Marina Knittel, Samuel Dooley, John P. Dickerson:
The Dichotomous Affiliate Stable Matching Problem: Approval-Based Matching with Applicant-Employer Relations. IJCAI 2022: 356-362 - Yongqun He, Samuel Smith, Damion M. Dooley:
Foundational Development of an Occupation Ontology. JOWO 2022 - Samuel Dooley, George Z. Wei, Tom Goldstein, John Dickerson:
Robustness Disparities in Face Detection. NeurIPS 2022 - Marina Knittel, Samuel Dooley, John P. Dickerson:
The Dichotomous Affiliate Stable Matching Problem: Approval-Based Matching with Applicant-Employer Relations. CoRR abs/2202.11095 (2022) - Michael Rawson, Samuel Dooley, Mithun Bharadwaj, Rishabh Choudhary:
Topological Data Analysis for Word Sense Disambiguation. CoRR abs/2203.00565 (2022) - Valeriia Cherepanova, Steven Reich, Samuel Dooley, Hossein Souri, Micah Goldblum, Tom Goldstein:
A Deep Dive into Dataset Imbalance and Bias in Face Identification. CoRR abs/2203.08235 (2022) - Rhea Sukthanker, Samuel Dooley, John P. Dickerson, Colin White, Frank Hutter, Micah Goldblum:
On the Importance of Architectures and Hyperparameters for Fairness in Face Recognition. CoRR abs/2210.09943 (2022) - Samuel Dooley:
How Technology Impacts and Compares to Humans in Socially Consequential Arenas. CoRR abs/2211.03554 (2022) - Samuel Dooley, George Z. Wei, Tom Goldstein, John P. Dickerson:
Robustness Disparities in Face Detection. CoRR abs/2211.15937 (2022) - 2021
- Morva Saaty, Derek Haqq, Stephen Dooley, Jerin Manalel, Sophia Pentakalos, Samridhi Roshan, Devin Toms, D. Scott McCrickard:
Exergames and Nature. NatureHCI@CHItaly 2021: 8-15
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