Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering. - Yijun Dong; Kevin Miller; Qi Lei; Rachel Ward (NeurIPS, 2023)

TinyGSM: achieving >80% on GSM8k with small language models. - Bingbin Liu; Sébastien Bubeck; Ronen Eldan; Janardhan Kulkarni; Yuanzhi Li; Anh Nguyen; Rachel Ward; Yi Zhang (CoRR, 2023)

Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks. - Zhenghao Xu; Yuqing Wang; Tuo Zhao; Rachel Ward; Molei Tao (NeurIPS, 2024)

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone. - Marah I Abdin; Sam Ade Jacobs; Ammar Ahmad Awan; Jyoti Aneja; Ahmed Awadallah 001; Hany Awadalla; Nguyen Bach; Amit Bahree; Arash Bakhtiari; Harkirat S. Behl; Alon Benhaim; Misha Bilenko; et al. (CoRR, 2024)

Provable Acceleration of Nesterov's Accelerated Gradient for Rectangular Matrix Factorization and Linear Neural Networks. - Zhenghao Xu; Yuqing Wang; Tuo Zhao; Rachel Ward; Molei Tao (CoRR, 2024)

Phi-4 Technical Report. - Marah I Abdin; Jyoti Aneja; Harkirat S. Behl; Sébastien Bubeck; Ronen Eldan; Suriya Gunasekar; Michael Harrison; Russell J. Hewett; Mojan Javaheripi; Piero Kauffmann; James R. Lee; Yin Tat Lee; et al. (CoRR, 2024)