Kifer, Daniel

17 publications

ICLR 2025 Sensitivity-Constrained Fourier Neural Operators for Forward and Inverse Problems in Parametric Differential Equations Abdolmehdi Behroozi, Chaopeng Shen, Daniel Kifer

NeurIPS 2024 Efficient and Private Marginal Reconstruction with Local Non-Negativity Brett Mullins, Miguel Fuentes, Yingtai Xiao, Daniel Kifer, Cameron Musco, Daniel Sheldon

WACV 2024 PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-Wise Binarization Savinay Nagendra, Daniel Kifer

NeurIPS 2023 An Optimal and Scalable Matrix Mechanism for Noisy Marginals Under Convex Loss Functions Yingtai Xiao, Guanlin He, Danfeng Zhang, Daniel Kifer

AAAI 2023 Backpropagation-Free Deep Learning with Recursive Local Representation Alignment Alexander G. Ororbia Ii, Ankur Arjun Mali, Daniel Kifer, C. Lee Giles

NeurIPS 2022 Lifelong Neural Predictive Coding: Learning Cumulatively Online Without Forgetting Alex Ororbia, Ankur Mali, C Lee Giles, Daniel Kifer

NeurIPS 2021 An Uncertainty Principle Is a Price of Privacy-Preserving Microdata John Abowd, Robert Ashmead, Ryan Cumings-Menon, Simson Garfinkel, Daniel Kifer, Philip Leclerc, William Sexton, Ashley Simpson, Christine Task, Pavel Zhuravlev

CVPRW 2021 OmniLayout: Room Layout Reconstruction from Indoor Spherical Panoramas Shivansh Rao, Vikas Kumar, Daniel Kifer, C. Lee Giles, Ankur Arjun Mali

AAAI 2021 Recognizing and Verifying Mathematical Equations Using Multiplicative Differential Neural Units Ankur Arjun Mali, Alexander G. Ororbia Ii, Daniel Kifer, C. Lee Giles

AAAI 2019 Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching Xiao Yang, Madian Khabsa, Miaosen Wang, Wei Wang, Ahmed Hassan Awadallah, Daniel Kifer, C. Lee Giles

AISTATS 2017 A New Class of Private Chi-Square Hypothesis Tests Ryan Rogers, Daniel Kifer

CVPR 2017 Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Networks Xiao Yang, Ersin Yumer, Paul Asente, Mike Kraley, Daniel Kifer, C. Lee Giles

IJCAI 2017 Learning to Read Irregular Text with Attention Mechanisms Xiao Yang, Dafang He, Zihan Zhou, Daniel Kifer, C. Lee Giles

CVPR 2017 Multi-Scale FCN with Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild Dafang He, Xiao Yang, Chen Liang, Zihan Zhou, Alexander G. Ororbi Ii, Daniel Kifer, C. Lee Giles

AAAI 2017 Predicting Demographics of High-Resolution Geographies with Geotagged Tweets Omar Montasser, Daniel Kifer

COLT 2012 Private Convex Empirical Risk Minimization and High-Dimensional Regression Daniel Kifer, Adam Smith, Abhradeep Thakurta

AAAI 2010 What Is an Opinion About? Exploring Political Standpoints Using Opinion Scoring Model Bi Chen, Leilei Zhu, Daniel Kifer, Dongwon Lee