AD
Alexandros Dimakis
cs.ITmath.ITcs.LGstat.MLcs.AIcs.NIcs.CVcs.DCcs.CLcs.DS
On Valency
published · living versionsW_u7fa5rax·v1 · currentpublished
MLSys: The New Frontier of Machine Learning Systems
with Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen +64
1 version
Preprints & journals
166 papers in the corpus · 2007–2026When Agents Slow Down: Understanding LLM Agents' Test-Time Strategies via Elo-per-token Analysis2609.15309v1 · Kaiyuan Liu, Qiuyang Mang, Bo Peng et al.2026 · 0 citationsarXiv
Harbor Adapters and Harbor-Index: Infrastructure and a Curated Meta-Dataset for Large-Scale Agentic Evaluation2609.04298v3 · Lin Shi, Haowei Lin, Zixuan Zhu et al.2026 · 0 citationsarXiv
Multimodal QUD: Inquisitive Questions from Scientific Figures2604.23733v3 · Yating Wu, William Rudman, Venkata S Govindarajan et al.2026 · 0 citationsarXiv
Fantastic Adaptive Taxonomies and How to Use Them2607.16387v2 · Mert Cemri, Andrei Cojocaru, Melissa Pan et al.2026 · 0 citationsarXiv
OpenThoughts-Agent: Data Recipes for Agentic Models2606.24855v1 · Negin Raoof, Richard Zhuang, Marianna Nezhurina et al.2026 · 0 citationsarXiv
Contextual Bandits with Latent Confounders: An NMF Approach1606.00119v3 · Rajat Sen, Karthikeyan Shanmugam, Murat Kocaoglu et al.2016 · 5 citationsarXiv
LDPC Codes for Compressed Sensing1012.0602v2 · Alexandros G. Dimakis, Roxana Smarandache, Pascal O. Vontobel2010 · 157 citationsarXiv
The Time is Here for Just-in-Time Systems: Challenges and Opportunities2605.24096v1 · Shu Liu, Alexander Krentsel, Shubham Agarwal et al.2026 · 0 citationsarXiv
optimize_anything: A Universal API for Optimizing any Text Parameter2605.19633v1 · Lakshya A Agrawal, Donghyun Lee, Shangyin Tan et al.2026 · 1 citationProceedings of the ACM Conference on AI and Agentic Systems (CAIS 26), May 26-29, 2026, San Jose, CA, USA
How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models2510.02453v3 · Parth Asawa, Alan Zhu, Abigail O'Neill et al.2025 · 1 citationarXiv
FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale2605.14445v1 · Runyuan He, Qiuyang Mang, Shang Zhou et al.2026 · 0 citationsarXiv
SIEVE: Sample-Efficient Parametric Learning from Natural Language2604.02339v1 · Parth Asawa, Alexandros G. Dimakis, Matei Zaharia2026 · 0 citationsarXiv
EvoX: Meta-Evolution for Automated Discovery2602.23413v2 · Shu Liu, Shubham Agarwal, Monishwaran Maheswaran et al.2026 · 1 citationarXiv
AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization2602.20133v1 · Mert Cemri, Shubham Agrawal, Akshat Gupta et al.2026 · 2 citationsarXiv
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning2507.19457v2 · Lakshya A Agrawal, Shangyin Tan, Dilara Soylu et al.2025 · 3 citationsarXiv
Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models2306.03284v2 · Sriram Ravula, Brett Levac, Yamin Arefeen et al.2023 · 5 citationsarXiv
Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces2601.11868v1 · Mike A. Merrill, Alexander G. Shaw, Nicholas Carlini et al.2026 · 0 citationsarXiv
When Thinking Drifts: Evidential Grounding for Robust Video Reasoning2510.06077v1 · Mi Luo, Zihui Xue, Alex Dimakis et al.2025 · 2 citationsarXiv
Large Language Models as Realistic Microservice Trace Generators2502.17439v3 · Donghyun Kim, Sriram Ravula, Taemin Ha et al.2024 · 3 citationsarXiv
A critical assessment of artificial intelligence in magnetic resonance imaging of cancer.40226507 · Wu, Chengyue, Andaloussi, Meryem Abbad, Hormuth, David A et al.2025 · 14 citationsNpj imaging. 2025;3(1):15
OpenThoughts: Data Recipes for Reasoning Models2506.04178v2 · Etash Guha, Ryan Marten, Sedrick Keh et al.2025 · 1 citationarXiv
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data2403.08728v2 · Asad Aali, Giannis Daras, Brett Levac et al.2024 · 0 citationsICLR, 2025
DataComp-LM: In search of the next generation of training sets for language models2406.11794v4 · Jeffrey Li, Alex Fang, Georgios Smyrnis et al.2024 · 17 citationsarXiv
Geometric Median Matching for Robust k-Subset Selection from Noisy Data2504.00564v2 · Anish Acharya, Sujay Sanghavi, Alexandros G. Dimakis et al.2025 · 0 citationsarXiv
Warped Diffusion: Solving Video Inverse Problems with Image Diffusion Models2410.16152v2 · Giannis Daras, Weili Nie, Karsten Kreis et al.2024 · 4 citationsarXiv
Which questions should I answer? Salience Prediction of Inquisitive Questions2404.10917v2 · Yating Wu, Ritika Mangla, Alexandros G. Dimakis et al.2024 · 1 citationarXiv
A Survey on Diffusion Models for Inverse Problems2410.00083v1 · Giannis Daras, Hyungjin Chung, Chieh-Hsin Lai et al.2024 · 10 citationsarXiv
Self-supervised Speech Models for Word-Level Stuttered Speech Detection2409.10704v1 · Yi-Jen Shih, Zoi Gkalitsiou, Alexandros G. Dimakis et al.2024 · 3 citationsarXiv
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data2404.10177v2 · Giannis Daras, Alexandros G. Dimakis, Constantinos Daskalakis2024 · 0 citationsarXiv
Stability Oracle: a structure-based graph-transformer framework for identifying stabilizing mutations.39043654 · Diaz, Daniel J, Gong, Chengyue, Ouyang-Zhang, Jeffrey et al.2024 · 66 citationsNature communications. 2024;15(1):6170
Neural Distributed Source Coding2106.02797v4 · Jay Whang, Alliot Nagle, Anish Acharya et al.2021 · 10 citationsarXiv
Language models scale reliably with over-training and on downstream tasks2403.08540v2 · Samir Yitzhak Gadre, Georgios Smyrnis, Vaishaal Shankar et al.2024 · 3 citationsarXiv
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors2405.19597v1 · Vijay Lingam, Atula Tejaswi, Aditya Vavre et al.2024 · 5 citationsarXiv
Seismic Image Denoising With A Physics-Constrained Deep Image Prior2405.17597v1 · Dimitri P. Voytan, Sriram Ravula, Alexandru Ardel et al.2024 · 2 citationsarXiv
Put Myself in Your Shoes: Lifting the Egocentric Perspective from Exocentric Videos2403.06351v1 · Mi Luo, Zihui Xue, Alex Dimakis et al.2024 · 16 citationsarXiv
On a Foundation Model for Operating Systems2312.07813v1 · Divyanshu Saxena, Nihal Sharma, Donghyun Kim et al.2023 · 0 citationsarXiv
DataComp: In search of the next generation of multimodal datasets2304.14108v5 · Samir Yitzhak Gadre, Gabriel Ilharco, Alex Fang et al.2023 · 97 citationsarXiv
Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models2307.00619v1 · Litu Rout, Negin Raoof, Giannis Daras et al.2023 · 8 citationsarXiv
One-Dimensional Deep Image Prior for Curve Fitting of S-Parameters from Electromagnetic Solvers2306.04001v1 · Sriram Ravula, Varun Gorti, Bo Deng et al.2023 · 4 citationsarXiv
Ambient Diffusion: Learning Clean Distributions from Corrupted Data2305.19256v1 · Giannis Daras, Kulin Shah, Yuval Dagan et al.2023 · 13 citationsarXiv
Stability Oracle: A Structure-Based Graph-Transformer for Identifying Stabilizing Mutations10.1101/2023.05.15.540857v2 · Diaz, D. J., Gong, C., Ouyang-Zhang, J. et al.2023 · 11 citationsbioRxiv
Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers2303.03384v1 · Sitan Chen, Giannis Daras, Alexandros G. Dimakis2023 · 3 citationsarXiv
Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent2302.09057v1 · Giannis Daras, Yuval Dagan, Alexandros G. Dimakis et al.2023 · 12 citationsarXiv
Multiresolution Textual Inversion2211.17115v1 · Giannis Daras, Alexandros G. Dimakis2022 · 7 citationsarXiv
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve2210.11618v1 · Giannis Daras, Negin Raoof, Zoi Gkalitsiou et al.2022 · 1 citationarXiv
Zonotope Domains for Lagrangian Neural Network Verification2210.08069v1 · Matt Jordan, Jonathan Hayase, Alexandros G. Dimakis et al.2022 · 0 citationsarXiv
Soft Diffusion: Score Matching for General Corruptions2209.05442v2 · Giannis Daras, Mauricio Delbracio, Hossein Talebi et al.2022 · 28 citationsarXiv
Model-Based Deep Learning2012.08405v3 · Nir Shlezinger, Jay Whang, Yonina C. Eldar et al.2020 · 50 citationsarXiv
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems2206.09104v2 · Giannis Daras, Yuval Dagan, Alexandros G. Dimakis et al.2022 · 1 citationarXiv
Discovering the Hidden Vocabulary of DALLE-22206.00169v1 · Giannis Daras, Alexandros G. Dimakis2022 · 22 citationsarXiv
Career total: 333 works. 166 are in this corpus.Showing the 50 most recent.
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