Publications

My PhD Thesis, Analysis and Optimization of Occluder-Based Imaging.

Andrea Lincoln and Adam Yedidia, “Faster Random k-CNF Satisfiability,” ICALP 2020. [Invited to special issue of Theory of Computing Systems]

Miika Aittala, Prafull Sharma, Lukas Murmann, Adam Yedidia, Gregory W. Wornell, William T. Freeman, Frédo Durand, “Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization,” NeurIPS 2019.

Adam B. Yedidia, Manel Baradad, Christos Thrampoulidis, William T. Freeman, Gregory W. Wornell, “Using Unknown Occluders to Recover Hidden Scenes.” CVPR 2019.

Ganesh Ajjanagadde, Christos Thrampoulidis, Adam B. Yedidia, Gregory W. Wornell, “Near-Optimal Coded Apertures for Imaging via Nazarov’s Theorem.ICASSP 2019.

Richard P. Brent, Adam B. Yedidia, “Computation of Maximal Determinants of Binary Circulant Matrices.” Journal of Integer Sequences 2018.

Manel Baradad, Vickie Ye, Adam B. Yedidia, Frédo Durand, William T. Freeman, Gregory W. Wornell, Antonio Torralba, “Inferring Light Fields from Shadows. CVPR 2018.

Adam B. Yedidia, Christos Thrampoulidis, Gregory Wornell, “Analysis and Optimization of Aperture Design in Computational Imaging.” ICASSP 2018.

Katie L. Bouman, Vickie Ye, Adam B. Yedidia, Frédo Durand, Gregory W. Wornell, Antonio Torralba, William T. Freeman, “Turning Corners into Cameras: Principles and Methods.ICCV 2017.

Manisha Bahl, Regina Barzilay, Adam B. Yedidia, Nicholas J. Locascio, Lili Yu, Constance D. Lehman, “High-Risk Breast Lesions: A Machine Learning Model to Predict Pathologic Upgrade and Reduce Unnecessary Surgical Excision.” Radiology, 2017.

Adam Yedidia and Scott Aaronson, “A Relatively Small Turing Machine Whose Behavior Is Independent of Set Theory.Complex Systems 2016. Related blog post by Aaronson.

Erik Demaine, Tim Kaler, Quanquan Liu, Aaron Sidford, and Adam Yedidia, “Polylogarithmic Fully Retroactive Priority Queues via Hierarchical Checkpointing.Workshop on Algorithms and Data Structures. Springer International Publishing, 2015.

Michael Chertkov and Adam B. Yedidia, “Computing the Permanent with Belief Propagation.Journal of Machine Learning Research, 14 (2013) pp. 2029–2066.

 Selected Essays

Counting Independent Sets and Kernels of Regular Graphs.” 2009 paper about work I did in high school for the Intel Science Talent Search.

Unequal-Length Letter Codes.” 2014 final paper for Prof. Peter Shor’s Information Theory seminar.

The Point-Plane Problem,“”Locating a Target in Three Dimensions.” Write-ups of my method for calculating the analytical intensity response of a wall.

Against the F-score.” 2016 essay criticizing the F-score as a measure of the success for statistical prediction.

On Hot Streaks in Flappy Bird.” 2016 final project for Prof. Devavrat Shah’s class on inference, about Flappy Bird and whether there are significant stretches of time in which I play particularly well.

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