Adam D. Cobb
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
10
Active years
2018–2026
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Privacy Preserving In-Context-Learning Framework for Large Language Models. | Bishnu Bhusal, Manoj Acharya, Ramneet Kaur, Colin Samplawski, Anirban Roy, Adam D. Cobb, Rohit Chadha, Susmit Jha |
| 2025 | EMNLP | Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs. | Ayush Gupta, Ramneet Kaur, Anirban Roy, Adam D. Cobb, Rama Chellappa, Susmit Jha |
| 2025 | WACV | Zero-Shot Detection of Out-of-Context Objects Using Foundation Models. | Anirban Roy, Adam D. Cobb, Ramneet Kaur, Sumit Jha, Nathaniel D. Bastian, Alexander M. Berenbeim, Robert H. Thomson, Iain Cruickshank, Alvaro Velasquez, Susmit Jha |
| 2025 | UAI | Scalable Bayesian Low-Rank Adaptation of Large Language Models via Stochastic Variational Subspace Inference. | Colin Samplawski, Adam D. Cobb, Manoj Acharya, Ramneet Kaur, Susmit Jha |
| 2024 | AAAI | Direct Amortized Likelihood Ratio Estimation. | Adam D. Cobb, Brian Matejek, Daniel Elenius, Anirban Roy, Susmit Jha |
| 2022 | ICML | Principal Component Flows. | Edmond Cunningham, Adam D. Cobb, Susmit Jha |
| 2021 | CEC | Improving Differential Evolution through Bayesian Hyperparameter Optimization. | Subhodip Biswas, Debanjan Saha, Shuvodeep De, Adam D. Cobb, Swagatam Das, Brian Jalaian |
| 2021 | WSC | Robust Decision-Making in the Internet of Battlefield Things Using Bayesian Neural Networks. | Adam D. Cobb, Brian Jalaian, Nathaniel D. Bastian, Stephen Russell |
| 2021 | UAI | Scaling Hamiltonian Monte Carlo inference for Bayesian neural networks with symmetric splitting. | Adam D. Cobb, Brian Jalaian |
| 2020 | ICASSP | Humbug Zooniverse: A Crowd-Sourced Acoustic Mosquito Dataset. | Ivan Kiskin, Adam D. Cobb, Lawrence Wang, Stephen Roberts |
| 2020 | ICLR | BayesOpt Adversarial Attack. | Binxin Ru, Adam D. Cobb, Arno Blaas, Yarin Gal |
| 2018 | KDD | Identifying Sources and Sinks in the Presence of Multiple Agents with Gaussian Process Vector Calculus. | Adam D. Cobb, Richard Everett, Andrew Markham, Stephen J. Roberts |