Tianjian Huang

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 15

Top Topics

Alternating Direction Method Of Multipliers

Optimization Problems

Top Venues

Publications

Tianjian Huang, Shaunak Ashish Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
Robustness through Data Augmentation Loss Consistency. Trans. Mach. Learn. Res. 2023 (2023)
Andrew Lowy, Zeman Li, Tianjian Huang, Meisam Razaviyayn
Optimal Differentially Private Learning with Public Data. CoRR (2023)
Tianjian Huang, Vaishnavi Kaulagi, Mitra Bokaei Hosseini, Travis D. Breaux
Mobile Application Privacy Risk Assessments from User-authored Scenarios. RE (2023)
Daniel Lundström, Tianjian Huang, Meisam Razaviyayn
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions. CoRR (2022)
Haiyuan Hong, Tianjian Huang, Xiujuan Lu, Sen Kuang
Enhancing the precision of multi-parameter estimation for two-level open quantum system by mixed control. Quantum Inf. Process. 21 (7) (2022)
Daniel Lundström, Tianjian Huang, Meisam Razaviyayn
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions. ICML (2022)
Babak Barazandeh, Tianjian Huang, George Michailidis
A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization Problems. CoRR (2021)
Tianjian Huang, Prajwal Singhania, Maziar Sanjabi, Pabitra Mitra, Meisam Razaviyayn
Alternating Direction Method of Multipliers for Quantization. AISTATS (2021)
Tianjian Huang, Shaunak Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami
DAIR: Data Augmented Invariant Regularization. CoRR (2021)
Babak Barazandeh, Tianjian Huang, George Michailidis
A decentralized adaptive momentum method for solving a class of min-max optimization problems. Signal Process. 189 (2021)
Tianjian Huang, Prajwal Singhania, Maziar Sanjabi, Pabitra Mitra, Meisam Razaviyayn
Alternating Direction Method of Multipliers for Quantization. CoRR (2020)
Meisam Razaviyayn, Tianjian Huang, Songtao Lu, Maher Nouiehed, Maziar Sanjabi, Mingyi Hong
Nonconvex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances. IEEE Signal Process. Mag. 37 (5) (2020)
Meisam Razaviyayn, Tianjian Huang, Songtao Lu, Maher Nouiehed, Maziar Sanjabi, Mingyi Hong
Non-convex Min-Max Optimization: Applications, Challenges, and Recent Theoretical Advances. CoRR (2020)
Maher Nouiehed, Maziar Sanjabi, Tianjian Huang, Jason D. Lee, Meisam Razaviyayn
Solving a Class of Non-Convex Min-Max Games Using Iterative First Order Methods. CoRR (2019)
Maher Nouiehed, Maziar Sanjabi, Tianjian Huang, Jason D. Lee, Meisam Razaviyayn
Solving a Class of Non-Convex Min-Max Games Using Iterative First Order Methods. NeurIPS (2019)