Daniel Sikar

According to our database, Daniel Sikar authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Evaluating LLMs for Combinatorial Optimization: One-Phase and Two-Phase Heuristics for 2D Bin-Packing.

Syed Mahbubul Huq, Daniel Brito, Daniel Sikar, Chris Child, Tillman Weyde, Rajesh Mojumder

CoRR, September, 2025

Explorations of the Softmax Space: Knowing When the Neural Network Doesn't Know.

Daniel Sikar, Artur d'Avila Garcez, Tillman Weyde

Proceedings of the Machine Learning, Optimization, and Data Science, 2025

2024

When to Accept Automated Predictions and When to Defer to Human Judgment?

Daniel Sikar, Artur d'Avila Garcez, Tillman Weyde, Robin Bloomfield, Kaleem Peeroo

CoRR, 2024

The Misclassification Likelihood Matrix: Some Classes Are More Likely To Be Misclassified Than Others.

Daniel Sikar, Artur d'Avila Garcez, Robin Bloomfield, Tillman Weyde, Kaleem Peeroo, Naman Singh, Maeve Hutchinson, Mirela Reljan-Delaney

CoRR, 2024

Evaluation of autonomous systems under data distribution shifts.

Daniel Sikar, Artur d'Avila Garcez

CoRR, 2024