readme: add papers roadmap

README.md

@@ -34,17 +34,23 @@ ___
 
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-:test_tube: **RESEARCH-BASED DESIGN** 
+:test_tube: **RESEARCH-BASED DESIGN**
 
 DISCO leverages latest research advances, enabling open-access and easy-use distributed training which is
-- :tornado: efficient ([R1](https://github.com/epfml/powergossip), [R2](https://github.com/epfml/ChocoSGD)) 
-- :lock: privacy-preserving ([R3](https://eprint.iacr.org/2017/281.pdf), [R4](https://arxiv.org/abs/2006.04747))
-- :hammer_and_wrench: fault-tolerant and dynamic over time ([R5](https://arxiv.org/abs/2106.06639), [R6](https://arxiv.org/abs/2206.08307))
-- :ninja: robust to malicious actors and data poisoning ([R7](https://arxiv.org/abs/2012.10333), [R8](https://arxiv.org/abs/2006.09365))
-- :apple: :banana: interpretable in imperfectly interoperable data distributions ([R9](https://arxiv.org/abs/2107.06580))
-- :mirror: personalizable  ([R10](https://arxiv.org/abs/2103.00710))
-- :carrot: fairly incentivizing participation
 
+- :lock: privacy-preserving ([R1](https://eprint.iacr.org/2017/281.pdf))
+- :hammer_and_wrench: fault-tolerant and dynamic over time ([R2](https://arxiv.org/abs/2106.06639))
+- :ninja: robust to malicious actors and data poisoning ([R3](https://arxiv.org/abs/2012.10333) (partially))
+
+And more on the roadmap
+
+- :tornado: efficient ([R4](https://github.com/epfml/powergossip), [R5](https://github.com/epfml/ChocoSGD))
+- :lock: more privacy-preserving ([R6](https://arxiv.org/abs/2006.04747))
+- :hammer_and_wrench: fault-tolerant and dynamic over time ([R7](https://arxiv.org/abs/2106.06639), [R8](https://arxiv.org/abs/2206.08307))
+- :ninja: robust to malicious actors and data poisoning ([R9](https://arxiv.org/abs/2006.09365))
+- :apple: :banana: interpretable in imperfectly interoperable data distributions ([R10](https://arxiv.org/abs/2107.06580))
+- :mirror: personalizable ([R11](https://arxiv.org/abs/2103.00710))
+- :carrot: fairly incentivizing participation
 
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