illustration of intersecting lines with various shapes at the connecting points signifying algorithms on a green gradient background

Algorithms

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Publication

Faster determination of an initial velocity model for FWI based on simulated annealing

Rafael Mendes, Bruno Kaelin, Alejo Martínez-Sansigre, Valmir C. Barbosa, Cristiana Bentes, Claudio L. Amorim

GEOPHYSICS | January 2024, Vol 89(3)

Publication

Convex Minimization with Integer Minima in O(n^4) Time

Haotian Jiang, Yin Tat Lee, Zhao Song, Lichen Zhang

SODA 2024 | January 2024

Publication

Towards Lightweight, Model-Agnostic and Diversity-Aware Active Anomaly Detection

Xu Zhang, Yuan Zhao, Ziang Cui, Liqun Li, Shilin He, Qingwei Lin 林庆维, Yingnong Dang, S. Rajmohan, Dongmei Zhang

ICLR’23 | December 2023

Microsoft Research Blog

Research Focus: Week of December 18, 2023

December 20, 2023

In this issue of Research Focus: Optimized exit-augmented models for scalable efficient inference; NeurIPS LLM Efficiency Challenge; LLM-empowered automated data exploration; Boosting cloud efficiency with data-driven decision-making and optimization.

Research Focus 31

Publication

How Far Can Fairness Constraints Help Recover From Biased Data?

Mohit Sharma, Amit Deshpande

ArXiv | December 2023, Vol abs/2312.10396

Publication

NASerEx: Optimizing Early Exits via AutoML for Scalable Efficient Inference in Big Image Streams

Aakash Kapoor, Rajath Elias Soans, Soham Dixit, Pradeep NS, Brijraj Singh, Mayukh Das

IEEE Big Data 2023 | December 2023

Special session on Machine Learning on Big Data (MLBD)

Publication

Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models

Xin Jin, Jonathan Larson, Weiwei Yang, Zhiqiang Lin

December 2023

Publication

Scalable Fair Influence Maximization

Xiaobin Rui, Zhixiao Wang, Jiayu Zhao, Lichao Sun, Wei Chen

Proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS) | December 2023

Publication

Chanakya: Learning Runtime Decisions for Adaptive Real-Time Perception

Anurag Ghosh, Akshay Nambi, Vaibhav Balloli, Aditya Singh, Tanuja Ganu

NeurIPS 2023 | December 2023

Publication

Parallel Submodular Function Minimization

Andrei Graur, Haotian Jiang, Aaron Sidford

NeurIPS 2023 | December 2023

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