Iddo Drori

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 43

Top Topics

Program Synthesis

Protein Structure Prediction

Combinatorial Optimization

Top Venues

J. Assoc. Inf. Syst.

Publications

Iddo Drori, Dov Te'eni
Human-in-the-Loop AI Reviewing: Feasibility, Opportunities, and Risks. J. Assoc. Inf. Syst. 25 (1) (2024)
Sarah J. Zhang, Samuel Florin, Ariel N. Lee, Eamon Niknafs, Andrei Marginean, Annie Wang, Keith Tyser, Zad Chin, Yann Hicke, Nikhil Singh, Madeleine Udell, Yoon Kim, Tonio Buonassisi, Armando Solar-Lezama, Iddo Drori
Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models. CoRR (2023)
Iddo Drori, Sarah J. Zhang, Zad Chin, Reece Shuttleworth, Albert Lu, Linda Chen, Bereket Birbo, Michele He, Pedro Lantigua, Sunny Tran, Gregory Hunter, Bo Feng, Newman Cheng, Roman Wang, Yann Hicke, Saisamrit Surbehera, Arvind Raghavan, Alexander E. Siemenn, Nikhil Singh, Jayson Lynch, Avi Shporer, Nakul Verma, Tonio Buonassisi, Armando Solar-Lezama
A Dataset for Learning University STEM Courses at Scale and Generating Questions at a Human Level. AAAI (2023)
Iddo Drori, Sarah J. Zhang, Reece Shuttleworth, Sarah Zhang, Keith Tyser, Zad Chin, Pedro Lantigua, Saisamrit Surbehera, Gregory Hunter, Derek Austin, Leonard Tang, Yann Hicke, Sage Simhon, Sathwik Karnik, Darnell Granberry, Madeleine Udell
From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams. KDD (2023)
Vitali Petsiuk, Alexander E. Siemenn, Saisamrit Surbehera, Zad Chin, Keith Tyser, Gregory Hunter, Arvind Raghavan, Yann Hicke, Bryan A. Plummer, Ori Kerret, Tonio Buonassisi, Kate Saenko, Armando Solar-Lezama, Iddo Drori
Human Evaluation of Text-to-Image Models on a Multi-Task Benchmark. CoRR (2022)
Jared M. Cochrane, Matthew Beveridge, Iddo Drori
Generalizing Imaging Through Scattering Media With Uncertainty Estimates. WACV (Workshops) (2022)
Leonard Tang, Elizabeth Ke, Nikhil Singh, Bo Feng, Derek Austin, Nakul Verma, Iddo Drori
Solving Probability and Statistics Problems by Probabilistic Program Synthesis at Human Level and Predicting Solvability. AIED (2) (2022)
Sarah Zhang, Reece Shuttleworth, Derek Austin, Yann Hicke, Leonard Tang, Sathwik Karnik, Darnell Granberry, Iddo Drori
A Dataset and Benchmark for Automatically Answering and Generating Machine Learning Final Exams. CoRR (2022)
Woonghee Han, Randall A. Pietersen, Rafael Villamor-Lora, Matthew Beveridge, Nicola Offeddu, Theodore Golfinopoulos, Christian Theiler, James L. Terry, Earl S. Marmar, Iddo Drori
Tracking Blobs in the Turbulent Edge Plasma of Tokamak Fusion Reactors. CoRR (2021)
Junyi Huang, Maxwell Benjamin Strome, Ian Jenkins, Parker Williams, Bo Feng, Yaning Wang, Roman Wang, Vaibhav Bagri, Newman Cheng, Iddo Drori
Top 3 in FG 2021 Families In the Wild Kinship Verification Challenge. CoRR (2021)
Nikhil Singh, Jeff Mentch, Jerry Ng, Matthew Beveridge, Iddo Drori
Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis. CoRR (2021)
Iddo Drori, Nakul Verma
Solving Linear Algebra by Program Synthesis. CoRR (2021)
Nikhil Singh, Brandon Kates, Jeff Mentch, Anant Kharkar, Madeleine Udell, Iddo Drori
Privileged Zero-Shot AutoML. CoRR (2021)
Iddo Drori, Yamuna Krishnamurthy, Rémi Rampin, Raoni de Paula Lourenço, Jorge Piazentin Ono, Kyunghyun Cho, Cláudio T. Silva, Juliana Freire
AlphaD3M: Machine Learning Pipeline Synthesis. CoRR (2021)
Junyi Huang, Maxwell Benjamin Strome, Ian Jenkins, Parker Williams, Bo Feng, Yaning Wang, Roman Wang, Vaibhav Bagri, Newman Cheng, Iddo Drori
Solving the Families In the Wild Kinship Verification Challenge by Program Synthesis. FG (2021)
Alexander E. Siemenn, Matthew Beveridge, Tonio Buonassisi, Iddo Drori
Online Preconditioning of Experimental Inkjet Hardware by Bayesian Optimization in Loop. CoRR (2021)
Kyle Lennon, Katharina Fransen, Alexander O'Brien, Yumeng Melody Cao, Matthew Beveridge, Yamin Arefeen, Nikhil Singh, Iddo Drori
Image2Lego: Customized LEGO Set Generation from Images. CoRR (2021)
Glenn Liu, Peidong Wang, Matthew Beveridge, Young-Oh Kwon, Iddo Drori
Predicting Atlantic Multidecadal Variability. CoRR (2021)
Sarah Mokhtar, Matthew Beveridge, Yumeng Melody Cao, Iddo Drori
Pedestrian Wind Factor Estimation in Complex Urban Environments. ACML (2021)
Sunny Tran, Pranav Krishna, Ishan Pakuwal, Prabhakar Kafle, Nikhil Singh, Jayson Lynch, Iddo Drori
Solving Machine Learning Problems. ACML (2021)
Alexander E. Siemenn, Evyatar Shaulsky, Matthew Beveridge, Tonio Buonassisi, Sara M. Hashmi, Iddo Drori
Autonomous Optimization of Fluid Systems at Varying Length Scales. CoRR (2021)
Iddo Drori, Sunny Tran, Roman Wang, Newman Cheng, Kevin Liu, Leonard Tang, Elizabeth Ke, Nikhil Singh, Taylor L. Patti, Jayson Lynch, Avi Shporer, Nakul Verma, Eugene Wu, Gilbert Strang
A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More. CoRR (2021)
Ellen Park, Jae Deok Kim, Nadege Aoki, Yumeng Melody Cao, Yamin Arefeen, Matthew Beveridge, David Nicholson, Iddo Drori
Predicting Critical Biogeochemistry of the Southern Ocean for Climate Monitoring. CoRR (2021)
Sunny Tran, Pranav Krishna, Ishan Pakuwal, Prabhakar Kafle, Nikhil Singh, Jayson Lynch, Iddo Drori
Solving Machine Learning Problems. CoRR (2021)
Leonard Tang, Elizabeth Ke, Nikhil Singh, Nakul Verma, Iddo Drori
Solving Probability and Statistics Problems by Program Synthesis. CoRR (2021)
Sarah Mokhtar, Matthew Beveridge, Yumeng Melody Cao, Iddo Drori
Pedestrian Wind Factor Estimation in Complex Urban Environments. CoRR (2021)
Nikhil Singh, Jeff Mentch, Jerry Ng, Matthew Beveridge, Iddo Drori
Image2Reverb: Cross-Modal Reverb Impulse Response Synthesis. ICCV (2021)
Antonio Khalil Moretti, Zizhao Wang, Luhuan Wu, Iddo Drori, Itsik Pe'er
Variational Objectives for Markovian Dynamics with Backward Simulation. ECAI (2020)
Iddo Drori, Anant Kharkar, William R. Sickinger, Brandon Kates, Qiang Ma, Suwen Ge, Eden Dolev, Brenda Dietrich, David P. Williamson, Madeleine Udell
Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time. ICMLA (2020)
Nick Lamm, Shashank Jaiprakash, Malavika Srikanth, Iddo Drori
Vehicle Trajectory Prediction by Transfer Learning of Semi-Supervised Models. CoRR (2020)
Iddo Drori, Anant Kharkar, William R. Sickinger, Brandon Kates, Qiang Ma, Suwen Ge, Eden Dolev, Brenda Dietrich, David P. Williamson, Madeleine Udell
Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time. CoRR (2020)
Eric Bolton, Alex Calderwood, Niles Christensen, Jerome Kafrouni, Iddo Drori
High Quality Real-Time Structured Debate Generation. CoRR (2020)
Michael Diodato, Yu Li, Antonia Lovjer, Minsu Yeom, Albert Song, Yiyang Zeng, Abhay Khosla, Benedikt D. Schifferer, Manik Goyal, Iddo Drori
Accurate Trajectory Prediction for Autonomous Vehicles. CoRR (2019)
Samuel Sharpe, Jin Yan, Fan Wu, Iddo Drori
Visual Natural Language Query Auto-Completion for Estimating Instance Probabilities. CoRR (2019)
Iddo Drori, Darshan Thaker, Arjun Srivatsa, Daniel Jeong, Yueqi Wang, Linyong Nan, Fan Wu, Dimitri Leggas, Jinhao Lei, Weiyi Lu, Weilong Fu, Yuan Gao, Sashank Karri, Anand Kannan, Antonio Khalil Moretti, Mohammed AlQuraishi, Chen Keasar, Itsik Pe'er
Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations. CoRR (2019)
Iddo Drori, Lu Liu, Yi Nian, Sharath C. Koorathota, Jie S. Li, Antonio Khalil Moretti, Juliana Freire, Madeleine Udell
AutoML using Metadata Language Embeddings. CoRR (2019)
Prerna Kashyap, Samrat Phatale, Iddo Drori
Prose for a Painting. CoRR (2019)
Antonio Khalil Moretti, Zizhao Wang, Luhuan Wu, Iddo Drori, Itsik Pe'er
Particle Smoothing Variational Objectives. CoRR (2019)
Michael Diodato, Yu Li, Manik Goyal, Iddo Drori
Winning the ICCV 2019 Learning to Drive Challenge. CoRR (2019)
Iddo Drori, Yamuna Krishnamurthy, Raoni Lourenço, Rémi Rampin, Kyunghyun Cho, Cláudio T. Silva, Juliana Freire
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar. CoRR (2019)
Qiang Ma, Suwen Ge, Danyang He, Darshan Thaker, Iddo Drori
Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning. CoRR (2019)
Antonia Lovjer, Minsu Yeom, Benedikt D. Schifferer, Iddo Drori
Using Segmentation Masks in the ICCV 2019 Learning to Drive Challenge. CoRR (2019)
Iddo Drori, Isht Dwivedi, Pranav Shrestha, Jeffrey Wan, Yueqi Wang, Yunchu He, Anthony Mazza, Hugh Krogh-Freeman, Dimitri Leggas, Kendal Sandridge, Linyong Nan, Kaveri A. Thakoor, Chinmay Joshi, Sonam Goenka, Chen Keasar, Itsik Pe'er
High Quality Prediction of Protein Q8 Secondary Structure by Diverse Neural Network Architectures. CoRR (2018)
David L. Donoho, Yaakov Tsaig, Iddo Drori, Jean-Luc Starck
Sparse Solution of Underdetermined Systems of Linear Equations by Stagewise Orthogonal Matching Pursuit. IEEE Trans. Inf. Theory 58 (2) (2012)
Iddo Drori
Fast ℓ1 Minimization by Iterative Thresholding for Multidimensional NMR Spectroscopy. EURASIP J. Adv. Signal Process. 2007 (2007)
Iddo Drori, David L. Donoho
Solution of l1Minimization Problems by LARS/Homotopy Methods. ICASSP (3) (2006)
Inam Ur Rahman, Iddo Drori, Victoria Stodden, David L. Donoho, Peter Schröder
Multiscale Representations for Manifold-Valued Data. Multiscale Model. Simul. 4 (4) (2005)
Iddo Drori, Tommer Leyvand, Daniel Cohen-Or, Hezy Yeshurun
Interactive object segmentation in video by fitting splines to graph cuts. SIGGRAPH Posters (2004)
Iddo Drori, Alon Fishbach, Yehezkel Yeshurun
Spectral Sound Gap Filling. ICPR (2) (2004)
Iddo Drori, Daniel Cohen-Or, Hezy Yeshurun
Example-Based Style Synthesis. CVPR (2) (2003)
Iddo Drori, Dani Lischinski
Fast Multiresolution Image Operations in the Wavelet Domain. IEEE Trans. Vis. Comput. Graph. 9 (3) (2003)
Shachar Fleishman, Iddo Drori, Daniel Cohen-Or
Bilateral mesh denoising. ACM Trans. Graph. 22 (3) (2003)
Iddo Drori, Daniel Cohen-Or, Hezy Yeshurun
Fragment-based image completion. ACM Trans. Graph. 22 (3) (2003)
Iddo Drori, Dani Lischinski
Wavelet Warping. Rendering Techniques (2000)
Iddo Drori, Leo Joskowicz, Elisha Sacks
Contact Analysis of Spatial Fixed-Axes Pairs Using Configuration Spaces. ICRA (1999)