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1.

Learning from failure to tackle hard problems

blog.ml.cmu.edu

8 months ago

125 points

2.

Diffusion Beats Autoregressive in Data-Constrained Settings

blog.ml.cmu.edu

9 months ago

72 points

3.

GraphLab: A New Parallel Framework for Machine Learning

graphlab.ml.cmu.edu

15 years ago

37 points

4.

GraphLab: A New Parallel Framework for Machine Learning

graphlab.ml.cmu.edu

16 years ago

22 points

5.

Read the Web: Never Ending Language Learner

11 years ago

9 points

6.

NELL: Never-Ending Language Learning

9 years ago

6 points

7.

Yahoo Labs Announces $10M Partnership with CMU's Machine Learning Dept

12 years ago

4 points

8.

Path Length Bounds for Gradient Descent

blog.ml.cmu.edu

7 years ago

4 points

9.

Ultra-Wide Deep Nets and the Neural Tangent Kernel (NTK)

blog.ml.cmu.edu

7 years ago

4 points

10.

An experimental design perspective on model-based reinforcement learning

blog.ml.cmu.edu

4 years ago

3 points

11.

Learning DAGs with Continuous Optimization

blog.ml.cmu.edu

5 years ago

3 points

12.

Inherent Tradeoffs in Learning Fair Representations

blog.ml.cmu.edu

6 years ago

3 points

13.

Building Machine Learning Models via Comparisons

blog.ml.cmu.edu

7 years ago

3 points

14.

Ultra-Wide Deep Nets and the Neural Tangent Kernel (NTK)

blog.ml.cmu.edu

7 years ago

3 points

15.

Building Machine Learning Models via Comparisons

blog.ml.cmu.edu

7 years ago

3 points

16.

Human-Centered Reinforcement Learning [pdf]

25 days ago

2 points

17.

When Should AI Step Aside?: Teaching Agents When Humans Want to Intervene

blog.ml.cmu.edu

2 months ago

2 points

18.

14 years ago

2 points

19.

Counterfactual predictions under runtime confounding

blog.ml.cmu.edu

5 years ago

DevilMadeMeDoIT

2 points

20.

An Inferential Perspective on Federated Learning

blog.ml.cmu.edu

5 years ago

2 points

21.

Experiments with the ICML 2020 Peer-Review Process

blog.ml.cmu.edu

6 years ago

2 points

22.

Contextual Parameter Generation for Neural Machine Translation

blog.ml.cmu.edu

7 years ago

2 points

23.

Massively Parallel Hyperparameter Optimization

blog.ml.cmu.edu

8 years ago

2 points

24.

NELL: Never-Ending Language Learning

10 years ago

2 points

25.

NELL: Never-Ending Language Learning

12 years ago

1 points

26.

Large-scale Automated Forecasting using Fractals

13 years ago

1 points

27.

NELL: Never-Ending Language Learning

13 years ago

1 points

28.

14 years ago

1 points

29.

Behavior-Driven AI Development

blog.ml.cmu.edu

3 years ago

1 points

30.

Two Experiments in Peer Review: Posting Preprints and Citation Bias

blog.ml.cmu.edu

4 years ago

1 points