A Survey on the Possibilities & Impossibilities of AI-generated Text Detection
In Transactions on Machine Learning Research (TMLR), 2024, 2024
Soumya Suvra Ghosal and Souradip Chakraborty and Jonas Geiping and Furong Huang and Dinesh Manocha and Amrit Bedi
Publisher's website
Soumya Suvra Ghosal and Souradip Chakraborty and Jonas Geiping and Furong Huang and Dinesh Manocha and Amrit Bedi
STEERING : Stein Information Directed Exploration for Model-Based Reinforcement Learning
In Proceedings of the 40th International Conference on Machine Learning (ICML), 2023, 2023
Souradip Chakraborty and Amrit Singh Bedi and Alec Koppel and Mengdi Wang and Furong Huang and Dinesh Manocha
Publisher's website
Souradip Chakraborty and Amrit Singh Bedi and Alec Koppel and Mengdi Wang and Furong Huang and Dinesh Manocha
Stein Information Directed Sampling for Efficient Exploration in Model-Based Reinforcement Learning
In Oral, AAAI Reinforcement Learning Ready for Production Workshop, 2023, 2023
Souradip Chakraborty and Amrit Singh Bedi and Alec Koppel and Furong Huang and Dinesh Manocha
Souradip Chakraborty and Amrit Singh Bedi and Alec Koppel and Furong Huang and Dinesh Manocha
Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication
In Rebellion and Disobedience in AI (RaD-AI) Workshop, AAMAS 2023, 2023
Yanchao Sun and Ruijie Zheng and Parisa Hassanzadeh and Yongyuan Liang and Soheil Feizi and Sumitra Ganesh and Furong Huang
Yanchao Sun and Ruijie Zheng and Parisa Hassanzadeh and Yongyuan Liang and Soheil Feizi and Sumitra Ganesh and Furong Huang
DP-InstaHide: Data Augmentations Provably Enhance Guarantees Against Dataset Manipulations
In ML Safety workshop, NeurIPS 2022, 2022
Eitan Borgnia and Jonas Geiping and Valeriia Cherepanova and Liam H. Fowl and Arjun Gupta and Amin Ghiasi and Furong Huang and Micah Goldblum and Tom Goldstein
Eitan Borgnia and Jonas Geiping and Valeriia Cherepanova and Liam H. Fowl and Arjun Gupta and Amin Ghiasi and Furong Huang and Micah Goldblum and Tom Goldstein
Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity
In GLFrontiers Workshop, NeurIPS 2022, 2022
Mucong Ding and Tahseen Rabbani and Bang An and Evan Wang and Furong Huang
Mucong Ding and Tahseen Rabbani and Bang An and Evan Wang and Furong Huang
Faster Hyperparameter Search on Graphs via Calibrated Dataset Condensation
In GLFrontiers Workshop, NeurIPS 2022, 2022
Mucong Ding and Xiaoyu Liu and Tahseen Rabbani and Furong Huang
Mucong Ding and Xiaoyu Liu and Tahseen Rabbani and Furong Huang
End-to-end Algorithm Synthesis with Recurrent Networks: Logical Extrapolation Without Overthinking
In Neural Information Processing System (NeurIPS), 2022, 2022
Arpit Bansal and Avi Schwarzschild and Eitan Borgnia and Zeyad Emam and Furong Huang and Micah Goldblum and Tom Goldstein
Publisher's website
Arpit Bansal and Avi Schwarzschild and Eitan Borgnia and Zeyad Emam and Furong Huang and Micah Goldblum and Tom Goldstein
Where do Models go Wrong? Parameter-Space Saliency Maps for Explainability
In Neural Information Processing System (NeurIPS), 2022, 2022
Roman Levin and Manli Shu and Eitan Borgnia and Furong Huang and Micah Goldblum and Tom Goldstein
Publisher's website
Roman Levin and Manli Shu and Eitan Borgnia and Furong Huang and Micah Goldblum and Tom Goldstein
ARMA Nets: Expanding Receptive Field for Dense Prediction
Neural Information Processing System (NeurIPS), 2020
Jiahao Su, Shiqi Wang, Furong Huang
Publisher's website
Jiahao Su, Shiqi Wang, Furong Huang