Papers
17 papers found
Complexity-aware fine-tuning
Andrey Goncharov, Daniil Vyazhev, Petr Sychev et al.
CAMEC: Complexity-Aware Multi-Expert Collaboration for Reliable Chinese Medical Question Answering
Yukang Wu, Xiyuan Jia, Jiayi Wu et al.
Conditional Probabilistic Bipolar Argumentation Framework: Explanations, Complexity and Approximation
Gianvincenzo Alfano, Sergio Greco, Domenico Mandaglio et al.
Data Complexity of Querying Description Logic Knowledge Bases Under Cost-Based Semantics
Meghyn Bienvenu, Quentin Manière
Matrix Editing Meets Fair Clustering: Parameterized Algorithms and Complexity
Robert Ganian, Hung P. Hoang, Simon Wietheger
Description Logics with Two Types of Definite Descriptions: Complexity, Expressiveness, and Automated Deduction
Michał Sochański, Przemysław Andrzej Wałęga, Michał Zawidzki
Rademacher Complexity for Distributionally Robust Learning
Zhengyu Zhou, Weiwei Liu
The Cost and Complexity of Minimizing Envy in House Allocations (Abstract Reprint)
Jayakrishnan Madathil, Neeldhara Misra, Aditi Sethia
What Do LLMs Learn First? Asymmetric Learning Dynamics of Input Complexity and Output Ambiguity in Preference Alignment
Mengyang Li, Jingwen Wang, Pinlong Zhao
Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults
Zhenhao Zhou, Zhuochen Huang, Yike He et al.
Can LLMs Estimate Cognitive Complexity of Reading Comprehension Items?
Seonjeong Hwang, Hyounghun Kim, Gary Lee
Bridging Lifelong and Multi-Task Representation Learning: An Algorithm and a Complexity Measure
Zhi Wang, Chicheng Zhang, Ramya Korlakai Vinayak
Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization
Matan Schliserman, Tomer Koren
Sample Complexity Bounds for Linear Constrained MDPs with a Generative Model
Xingtu Liu, Lin F. Yang, Sharan Vaswani