TY  - CONF
ID  - dl3-b-curriculum-sampling-objectives-1
TI  - Curriculum Learning
AU  - Yoshua Bengio
AU  - Jérôme Louradour
AU  - Ronan Collobert
AU  - Jason Weston
PY  - 2009
T2  - Proceedings of the 26th International Conference on Machine Learning
UR  - https://ronan.collobert.com/pub/matos/2009_curriculum_icml.pdf
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - CONF
ID  - dl3-b-curriculum-sampling-objectives-2
TI  - Self-Paced Learning for Latent Variable Models
AU  - M. Pawan Kumar
AU  - Benjamin Packer
AU  - Daphne Koller
PY  - 2010
T2  - Advances in Neural Information Processing Systems
UR  - https://papers.nips.cc/paper/2010/hash/e57c6b956a6521b28495f2886ca0977a-Abstract.html
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
VL  - 23
SP  - 1189
EP  - 1197
ER  - 

TY  - CONF
ID  - dl3-b-curriculum-sampling-objectives-3
TI  - On The Power of Curriculum Learning in Training Deep Networks
AU  - Guy Hacohen
AU  - Daphna Weinshall
PY  - 2019
T2  - Proceedings of the 36th International Conference on Machine Learning
UR  - https://proceedings.mlr.press/v97/hacohen19a.html
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
VL  - 97
SP  - 2535
EP  - 2544
ER  - 

TY  - UNPB
ID  - dl3-b-curriculum-sampling-objectives-4
TI  - Prioritized Experience Replay
AU  - Tom Schaul
AU  - John Quan
AU  - Ioannis Antonoglou
AU  - David Silver
PY  - 2015
T2  - arXiv preprint
UR  - https://arxiv.org/abs/1511.05952
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
ER  - 

TY  - CONF
ID  - dl3-b-curriculum-sampling-objectives-5
TI  - Not All Samples Are Created Equal: Deep Learning with Importance Sampling
AU  - Angelos Katharopoulos
AU  - François Fleuret
PY  - 2018
T2  - Proceedings of the 35th International Conference on Machine Learning
UR  - https://proceedings.mlr.press/v80/katharopoulos18a.html
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
VL  - 80
SP  - 2525
EP  - 2534
ER  - 

TY  - JOUR
ID  - dl3-b-curriculum-sampling-objectives-6
TI  - Importance Sampling for Minibatches
AU  - Dominik Csiba
AU  - Peter Richtárik
PY  - 2018
T2  - Journal of Machine Learning Research
UR  - https://www.jmlr.org/papers/v19/16-241.html
N1  - Primary publisher or author arXiv abstract and metadata inspected via web on 2026-10-28; no independent proof or benchmark replication.
VL  - 19
IS  - 27
SP  - 1
EP  - 21
ER  -